조사회사 : MarketsandMarkets (마켓츠앤마켓츠) 출판년월 : 2024년08월
AI Voice Generator Market – Global Forecast to 2030
AI 음성 생성기 시장 – 기술 [딥 러닝, 트랜스포머 모델, 적대적 생성 네트워크(GAN), 자동 인코더, 음성 번역, 음성 클론, 텍스트 음성 변환, 가상 어시스턴트, AI 음악 생성기] – 2030년까지의 세계 예측
AI Voice Generator Market by Technology (Deep Learning, Transformer Models, Generative Adversarial Networks (GANs), Autoencoder; Voice Translation, Voice Cloning, Text to Speech, Virtual Assistants, AI Music Generator) – Global Forecast to 2030
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Report Overview
The AI voice generator market is projected to grow from USD 3.0 billion in 2024 to USD 20.4 billion by 2030, at a compound annual growth rate (CAGR) of 37.1% during the forecast period.
AI 음성 생성기 시장은 2024년 30억 달러에서 2030년까지 204억 달러로 성장할 것으로 예측되며, 예측 기간 중 연간 평균 성장률(CAGR)은 37.1%입니다.
Market is anticipated to grow due to the rising awareness of accessibility technologies, growing adoption of AI in customer service operations and development in natural language processing and machine learning technologies.
“By audio & speech synthesis application, virtual assistants segment is expected to register the fastest market growth rate during the forecast period.”
The application of virtual assistants is expected to grow at the fastest rate in the AI voice generator market during the forecast period as they gain ubiquity in everyday products and services. This is due to the growing demand for smart home devices, better customer service, and engaging user experiences. New developments in Natural language processing and in speech technology allow virtual assistants to interpret user’s requests and respond in a much more accurate and human-like manner. Moreover, the increasing application of virtual assistants in the sectors such as healthcare, banking and retail also boosts their consumption and market growth.
“by vertical, media & entertainment is expected to account for the largest market share during the forecast period.”
The media & entertainment vertical is expected to hold the largest market share owing to the rising need in the industry for unique and engaging audio outputs. Since the release of digital content, streaming platforms, and multimedia experiences, there has been great potential for the development of complex voice generation, customized audio, and improved sound. AI voice generator solutions can make content production easier, produce professional sound, and help create variable music sounds that lead to significant market growth. As the growth of this industry continues to unfold, demand for sophisticated voice technologies would only enhance its current strong market position.
“By Region, Asia Pacific is slated to grow at the fastest rate and North America to have the largest market share during the forecast period.”
Asia-Pacific region is anticipated to have the fastest growth rate in the AI voice generator market due to the region’s growing digital economy, greater acceptance of new-gen technologies, and urbanization. The media and entertainment verticals are growing in the region and there is increased consumption of high-end AI audio generator and AI speech generator solutions from the rising middle class with increased disposable incomes. Moreover, political support and the development of infrastructure promote rapid growth of innovation and the market among emerging leaders, such as China and India. On the other hand, North America will account for the largest market share due to the technological infrastructure, increased funding in AI R&D and the presence of leading market players in the region. The superior technology provisioning, and the all-embracing use of artificial intelligence across streamers including media, entertainment, healthcare, and BFSI also help establish the region’s supremacy. In this regard, due to North America’s concentration on embracing advanced technologies and innovations, the region can be considered as a leader in the market of AI voice generator.
Breakdown of primaries
In-depth interviews were conducted with Chief Executive Officers (CEOs), innovation and technology directors, system integrators, and executives from various key organizations operating in the AI voice generator market.
- By Company: Tier I – 35%, Tier II – 45%, and Tier III – 20%
- By Designation: C-Level Executives – 35%, D-Level Executives – 25%, and others – 40%
- By Region: North America – 40%, Europe – 30%, Asia Pacific – 20%, Middle East & Africa – 5%, and Latin America – 5%
The report includes the study of key players offering AI voice generator solutions and services. It profiles major vendors in the AI voice generator market. The major players in the AI voice generator market include IBM (US), NVIDIA (US), OpenAI (US), Meta (US), Microsoft (US), Google (US), AWS (US), Cisco (US), SoundHound (US), Speechify (US), ElevanLabs (US), Synthesia (UK), PlayHT (US), Resemble AI (US), Stability AI (UK), Runway (US).
Research coverage
This research report categorizes the AI voice generator Market by Offering (Software and Services), Software By Type (Deep Learning Models, Generative Adversarial Networks, Autoencoders, and Transformer Models), Software By Deployment Mode (Cloud and On-premises), By Services (Professional Services [Training & Consulting, System Integration & Implementation, and Support & Maintenance] and Managed Services), By Application (Audio and Speech Synthesis, Voice Conversion and Cloning, Music Generation and Composition, Audio Dubbing and Translation, Voice Enhancement and Restoration, and Other Applications [Podcast and Storytelling Narration, and Audio and Speech Emotion Recognition]) By Vertical (Media & Entertainment, BFSI, Healthcare & Life Sciences, Manufacturing, Retail & Ecommerce, Transporation & Logistics, Construction & Real Estate, Energy & Utilities, Government & Defense, IT & ITeS, Telecommunications, and Other Verticals[Travel & Hospitality and Education]), and By Region (North America, Europe, Asia Pacific, Middle East & Africa, and Latin America). The scope of the report covers detailed information regarding the major factors, such as drivers, restraints, challenges, and opportunities, influencing the growth of the AI voice generator market. A detailed analysis of the key industry players has been done to provide insights into their business overview, solutions, and services; key strategies; contracts, partnerships, agreements, new product & service launches, mergers and acquisitions, and recent developments associated with the AI voice generator market. Competitive analysis of upcoming startups in the AI voice generator market ecosystem is covered in this report.
Key Benefits of Buying the Report
The report would provide the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall AI voice generator market and its subsegments. It would help stakeholders understand the competitive landscape and gain more insights better to position their business and plan suitable go-to-market strategies. It also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.
The report provides insights on the following pointers:
Analysis of key drivers (the growing adoption of voice-controlled devices and intelligent virtual assistants, rapid evolution of NLP and machine learning technologies, increasing necessity for accessibility features in digital content), restraints (absence of clarity in AI-driven decision-making processes for audio generation, high cost of developing and implementing advanced generative AI solutions, ethical concerns surrounding the use of AI-generated voices), opportunities (incorporation of generative AI with new technologies such as 5G and edge computing, increasing demand for localized content and multilingual support in global markets, growing market for personalized and emotionally intelligent AI assistants), and challenges (managing the computational requirements and energy consumption of large-scale generative AI models for audio & speech, abuse of generative AI audio technologies for fraud, misinformation, and other harmful activities, achieving human-like naturalness and emotional expressiveness in AI-generated speech).
- Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the AI voice generator market.
- Market Development: Comprehensive information about lucrative markets – the report analyses the AI voice generator market across varied regions.
- Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the AI voice generator market.
- Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like IBM (US), NVIDIA (US), OpenAI (US), Meta (US), Microsoft (US), Google (US), AWS (US), Cisco (US), SoundHound (US), Speechify (US), ElevanLabs (US), Synthesia (UK), PlayHT (US), Resemble AI (US), Stability AI (UK), Runway (US), among others in the AI voice generator market. The report also helps stakeholders understand the pulse of the AI voice generator market and provides them with information on key market drivers, restraints, challenges, and opportunities.
Table of Contents
1 INTRODUCTION 41
1.1 STUDY OBJECTIVES 41
1.2 MARKET DEFINITION 41
1.2.1 INCLUSIONS AND EXCLUSIONS 42
1.3 MARKET SCOPE 44
1.3.1 MARKET SEGMENTATION 44
1.3.2 YEARS CONSIDERED 48
1.4 CURRENCY CONSIDERED 49
1.5 STAKEHOLDERS 49
2 RESEARCH METHODOLOGY 50
2.1 RESEARCH DATA 50
2.1.1 SECONDARY DATA 51
2.1.2 PRIMARY DATA 51
2.1.2.1 Breakup of primary profiles 52
2.1.2.2 Key industry insights 52
2.2 MARKET BREAKUP AND DATA TRIANGULATION 53
2.3 MARKET SIZE ESTIMATION 54
2.3.1 TOP-DOWN APPROACH 54
2.3.2 BOTTOM-UP APPROACH 55
2.4 MARKET FORECAST 59
2.5 RESEARCH ASSUMPTIONS 60
2.6 STUDY LIMITATIONS 61
3 EXECUTIVE SUMMARY 62
4 PREMIUM INSIGHTS 69
4.1 ATTRACTIVE OPPORTUNITIES IN AI VOICE GENERATOR MARKET 69
4.2 AI VOICE GENERATOR MARKET: TOP THREE APPLICATIONS 70
4.3 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY OFFERING AND VERTICAL 70
4.4 AI VOICE GENERATOR MARKET, BY REGION 71
5 MARKET OVERVIEW AND INDUSTRY TRENDS 72
5.1 INTRODUCTION 72
5.2 MARKET DYNAMICS 72
5.2.1 DRIVERS 73
5.2.1.1 Increasing demand for voice-enabled devices and virtual assistants 73
5.2.1.2 Advancements in NLP and machine learning technologies to enhance capabilities of gen AI in audio and speech 74
5.2.1.3 Growing need for accessibility solutions in digital content 74
5.2.2 RESTRAINTS 75
5.2.2.1 Lack of explainability in AI decision-making processes for audio generation 75
5.2.2.2 High cost of developing and implementing advanced generative AI solutions to hinder market growth 75
5.2.2.3 Ethical concerns surrounding use of AI-generated voices to lead to increased scrutiny 76
5.2.3 OPPORTUNITIES 77
5.2.3.1 Integration of gen AI with emerging technologies like 5G and edge computing to enable real-time audio and speech generation 77
5.2.3.2 Increasing demand for localized content and multilingual support in global markets to offer growth potential for AI-powered translation and dubbing services 77
5.2.3.3 Growing market for personalized and emotionally intelligent AI assistants to present opportunities for advanced generative AI speech technologies 78
5.2.4 CHALLENGES 78
5.2.4.1 Managing computational requirements and energy consumption of large-scale generative AI models for audio and speech becoming increasingly challenging 78
5.2.4.2 Misuse of generative AI audio technologies for fraud, misinformation, and other malicious activities 79
5.2.4.3 Achieving human-like naturalness and emotional expressiveness in AI-generated speech to remain significant technical challenge 79
5.3 EVOLUTION OF AI VOICE GENERATOR MARKET 79
5.4 AI VOICE GENERATOR TECHNIQUES 81
5.4.1 TOKENIZATION 81
5.4.2 QUANTIZATION 82
5.4.3 VECTORIZATION 82
5.5 SUPPLY CHAIN ANALYSIS 83
5.6 ECOSYSTEM ANALYSIS 86
5.6.1 AI VOICE GENERATOR SOFTWARE PROVIDERS 88
5.6.2 AI VOICE GENERATOR SERVICE PROVIDERS 88
5.6.3 AI VOICE GENERATOR CLOUD SERVICE PROVIDERS 88
5.6.4 AI VOICE GENERATOR API-AS-A-SERVICE PROVIDERS 89
5.6.5 END USERS 89
5.6.6 GOVERNMENT & REGULATORY BODIES 89
5.7 INVESTMENT LANDSCAPE AND FUNDING SCENARIO 89
5.8 CASE STUDY ANALYSIS 93
5.8.1 MEDIA & ENTERTAINMENT 93
5.8.1.1 Deepdub helped FilmRise efficiently dub “Forensic Files” into Italian with eTTS Technology 93
5.8.2 BFSI 94
5.8.2.1 Streamlining global employee benefits consulting with Synthesia 94
5.8.3 HEALTHCARE & LIFE SCIENCES 95
5.8.3.1 Transforming Insight Global’s journey with Synthesia’s AI video platform 95
5.8.4 IT & ITES 96
5.8.4.1 Transforming voiceover creation: Snowflake leveraged AI to enhance marketing efficiency 96
5.8.5 RETAIL & E-COMMERCE 97
5.8.5.1 Transforming customer engagement: Beyond leveraged AI video synthesis for personalized communication 97
5.9 TECHNOLOGY ANALYSIS 98
5.9.1 KEY TECHNOLOGIES 98
5.9.1.1 Attention Mechanisms 98
5.9.1.2 Speech Recognition 98
5.9.1.3 Neural Vocoders 98
5.9.1.4 Natural Language Processing (NLP) 99
5.9.1.5 Text-to-Speech (TTS) 99
5.9.2 COMPLEMENTARY TECHNOLOGIES 99
5.9.2.1 Cloud Computing 99
5.9.2.2 Emotion AI 100
5.9.2.3 Big Data Analytics 100
5.9.2.4 Voice Activity Detection (VAD) 100
5.9.3 ADJACENT TECHNOLOGIES 101
5.9.3.1 Computer Vision 101
5.9.3.2 Speaker Diarization 101
5.9.3.3 Biometric Voice Authentication 101
5.9.3.4 Augmented and Virtual Reality Audio 102
5.10 REGULATORY LANDSCAPE 102
5.10.1 REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 103
5.10.2 REGULATIONS: AI VOICE GENERATOR MARKET 106
5.10.2.1 North America 106
5.10.2.1.1 SCR 17: Artificial Intelligence Bill (California) 106
5.10.2.1.2 S1103: Artificial Intelligence Automated Decision Bill (Connecticut ) 107
5.10.2.1.3 National Artificial Intelligence Initiative Act (NAIIA) 107
5.10.2.1.4 The Artificial Intelligence and Data Act (AIDA) – Canada 107
5.10.2.2 Europe 108
5.10.2.2.1 The European Union (EU) – Artificial Intelligence Act (AIA) 108
5.10.2.2.2 General Data Protection Regulation (Europe) 108
5.10.2.3 Asia Pacific 109
5.10.2.3.1 Interim Administrative Measures for Generative Artificial Intelligence Services (China) 109
5.10.2.3.2 The National AI Strategy (Singapore) 109
5.10.2.3.3 The Hiroshima AI Process Comprehensive Policy Framework (Japan) 110
5.10.2.4 Middle East & Africa 110
5.10.2.4.1 The National Strategy for Artificial Intelligence (UAE) 110
5.10.2.4.2 The National Artificial Intelligence Strategy (Qatar) 111
5.10.2.4.3 The AI Ethics Principles and Guidelines (Dubai) 111
5.10.2.5 Latin America 111
5.10.2.5.1 The Santiago Declaration (Chile) 111
5.10.2.5.2 The Brazilian Artificial Intelligence Strategy (EBIA) 112
5.11 PATENT ANALYSIS 113
5.11.1 METHODOLOGY 113
5.11.2 PATENTS FILED, BY DOCUMENT TYPE 113
5.11.3 INNOVATION AND PATENT APPLICATIONS 113
5.11.3.1 Top 10 applicants in AI voice generator market 114
5.12 PRICING ANALYSIS 118
5.12.1 AVERAGE SELLING PRICE TREND OF KEY PLAYERS, BY APPLICATION 119
5.12.2 INDICATIVE PRICING ANALYSIS, BY OFFERING 120
5.13 KEY CONFERENCES AND EVENTS (2024–2025) 121
5.14 PORTER’S FIVE FORCES ANALYSIS 122
5.14.1 THREAT OF NEW ENTRANTS 123
5.14.2 THREAT OF SUBSTITUTES 123
5.14.3 BARGAINING POWER OF SUPPLIERS 124
5.14.4 BARGAINING POWER OF BUYERS 124
5.14.5 INTENSITY OF COMPETITIVE RIVALRY 124
5.15 AI VOICE GENERATOR MARKET: TECHNOLOGY ROADMAP 124
5.16 KEY STAKEHOLDERS & BUYING CRITERIA 126
5.16.1 KEY STAKEHOLDERS IN BUYING PROCESS 126
5.16.2 BUYING CRITERIA 127
5.17 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 128
5.17.1 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 128
6 AI VOICE GENERATOR MARKET, BY OFFERING 129
6.1 INTRODUCTION 130
6.1.1 OFFERING: AI VOICE GENERATOR MARKET DRIVERS 130
6.2 SOFTWARE 132
6.2.1 SOFTWARE, BY TECHNOLOGY 133
6.2.1.1 AI voice generator software, by technology 133
6.2.1.2 Deep learning models 134
6.2.1.2.1 Deep learning models offer powerful capabilities for processing and generating high-quality audio 134
6.2.1.2.2 Convolutional neural networks 135
6.2.1.2.3 Recurrent neural networks 136
6.2.1.2.4 Long short-term memory (LSTM) networks 136
6.2.1.2.5 Gated recurrent units (GRUs) 136
6.2.1.3 Generative adversarial networks (GANs) 137
6.2.1.3.1 GANs provide unique approach to AI voice generators by training two competing neural networks to generate diverse audio and speech data 137
6.2.1.3.2 WaveGANs 138
6.2.1.3.3 SpeechGANs 138
6.2.1.4 Autoencoders 138
6.2.1.4.1 Autoencoders used for generative tasks requiring new data points similar to original input 138
6.2.1.4.2 Denoising autoencoders 140
6.2.1.4.3 Variational autoencoders (VAEs) 140
6.2.1.5 Transformer models 140
6.2.1.5.1 Transformer models offer state-of-the-art performance and can generate coherent and contextually relevant audio 140
6.2.1.5.2 Speech bidirectional encoder representations from transformers (BERTs) 141
6.2.1.5.3 Hidden-unit BERT (HuBERT) 142
6.2.1.5.4 Speech transformer 142
6.2.1.5.5 Wav2Vec 142
6.2.1.5.6 WaveNet 142
6.2.1.5.7 Tacotron 143
6.2.1.5.8 Other transformer models 143
6.2.2 SOFTWARE, BY DEPLOYMENT MODE 143
6.2.2.1 On-premises 144
6.2.2.1.1 On-premises deployment mode allows organizations to tailor AI voice generator solutions and integrate them seamlessly with existing systems 144
6.2.2.2 Cloud 145
6.2.2.2.1 Enabling faster deployment of AI solutions and accessibility of cutting-edge AI technologies with cloud deployment 145
6.3 SERVICES 147
6.3.1 PROFESSIONAL SERVICES 148
6.3.1.1 Professional services help with requirement assessment and customized implementation and assistance with deployment of AI voice generator solutions 148
6.3.1.2 Training and consulting services 150
6.3.1.3 System integration and implementation services 150
6.3.1.4 Support and maintenance services 151
6.3.2 MANAGED SERVICES 152
6.3.2.1 Managed services provide end-to-end management for AI voice generators, helping businesses focus on core competencies 152
7 AI VOICE GENERATOR MARKET, BY APPLICATION 154
7.1 INTRODUCTION 155
7.1.1 APPLICATION: AI VOICE GENERATOR MARKET DRIVERS 155
7.2 AUDIO & SPEECH SYNTHESIS 157
7.2.1 CREATING HUMAN-LIKE SPEECH AND SOUND FROM TEXT OR OTHER AUDIO INPUTS WITH AUDIO & SPEECH SYNTHESIS 157
7.2.2 TEXT-TO-SPEECH (TTS) 159
7.2.3 SPEECH-TO-SPEECH TRANSLATION 160
7.2.4 CUSTOM VOICE SYNTHESIS 161
7.2.5 VIRTUAL ASSISTANTS 162
7.2.6 OTHERS IN AUDIO & SPEECH SYNTHESIS 163
7.3 VOICE CONVERSION & CLONING 164
7.3.1 ORGANIZATIONS USE PERSONALIZED VOICES TO ESTABLISH CONSISTENT AND FAMILIAR BRAND VOICE IN AUTOMATED INTERACTIONS 164
7.3.2 VOICE MIMICKING 165
7.3.3 LANGUAGE LOCALIZATION 166
7.3.4 EMOTION TRANSFORMATION 167
7.3.5 PERSONALIZED DIGITAL VOICES 168
7.3.6 OTHERS IN VOICE CONVERSION & CLONING 169
7.4 MUSIC GENERATION & COMPOSITION 170
7.4.1 ENABLING CREATION OF NEW MUSICAL EXPERIENCES WITH INTEGRATION OF GENERATIVE AI 170
7.4.2 AUTOMATED MUSIC CREATION 171
7.4.3 MUSIC STYLE TRANSFER 172
7.4.4 SOUNDTRACK GENERATION 173
7.4.5 MUSIC REMIXING & MASHUPS 174
7.4.6 OTHERS IN MUSIC GENERATION & COMPOSITION 175
7.5 AUDIO DUBBING & TRANSLATION 176
7.5.1 CREATING VOICES IN VARIOUS LANGUAGES WITHOUT LOSING EMOTIONAL NUANCES OF ORIGINAL VOICE 176
7.5.2 MULTILINGUAL AUDIO DUBBING 177
7.5.3 REAL-TIME TRANSLATION 178
7.5.4 VOICE MATCH DUBBING 179
7.5.5 NARRATIVE DUBBING 180
7.5.6 OTHERS IN AUDIO DUBBING & TRANSLATION 181
7.6 VOICE ENHANCEMENT & RESTORATION 182
7.6.1 VOICE ENHANCEMENT AND RESTORATION APPLICATIONS CAN ANALYZE AUDIO SIGNALS IN INTRICATE DETAIL AND LEARNING PATTERNS TO EFFECTIVELY REMOVE IMPERFECTIONS 182
7.6.2 AUDIO NOISE REDUCTION 183
7.6.3 AUDIO UPSCALING 184
7.6.4 SPEECH ENHANCEMENT 185
7.6.5 OLD RECORD RESTORATION 186
7.6.6 OTHERS IN VOICE ENHANCEMENT & RESTORATION 187
7.7 OTHER APPLICATIONS 188
8 AI VOICE GENERATOR MARKET, BY VERTICAL 190
8.1 INTRODUCTION 191
8.1.1 VERTICAL: AI VOICE GENERATOR MARKET DRIVERS 191
8.2 MEDIA & ENTERTAINMENT 194
8.2.1 INCREASING GLOBAL CONTENT ACCESSIBILITY THROUGH INNOVATION IN REAL-TIME LANGUAGE TRANSLATIONS AND SUBTITLING 194
8.2.1.1 Voice-based content moderation 195
8.2.1.2 Automated news reading 195
8.2.1.3 Personalized audio advertising 196
8.2.1.4 AI-generated radio shows 196
8.2.1.5 Speech synthesis for audiobooks 196
8.2.1.6 Others 197
8.3 BFSI 197
8.3.1 OFFERING PERSONALIZED CUSTOMER EXPERIENCES WITH AI VOICE GENERATOR TECHNOLOGIES 197
8.3.1.1 Financial data audio transcription 198
8.3.1.2 Financial customer support & service 198
8.3.1.3 Voice-assisted fraud detection 198
8.3.1.4 Voice-activated financial transactions 199
8.3.1.5 Voice-enabled claims processing 199
8.3.1.6 Others 199
8.4 HEALTHCARE & LIFE SCIENCES 200
8.4.1 REVOLUTIONIZING DRUG DISCOVERY, MEDICAL IMAGING ANALYSIS, AND PERSONALIZED TREATMENT PLANS BY INTEGRATING AI VOICE GENERATORS IN HEALTHCARE & LIFE SCIENCES 200
8.4.1.1 Voice assistants for patients 201
8.4.1.2 Speech-activated medical devices 201
8.4.1.3 Medical dictation and transcription 201
8.4.1.4 AI-powered telemedicine consultations 202
8.4.1.5 Audio-based triage systems 202
8.4.1.6 Others 202
8.5 MANUFACTURING 203
8.5.1 TRANSFORMING QUALITY CONTROL IN MANUFACTURING BY ENABLING VOICE INSPECTION AND DEFECT DETECTION WITH AI VOICE GENERATORS 203
8.5.1.1 Acoustic quality control 204
8.5.1.2 Voice-enabled process optimization 204
8.5.1.3 AI monitoring and voice alerts 204
8.5.1.4 Audio-enhanced safety training 205
8.5.1.5 Audio inventory management 205
8.5.1.6 Others 205
8.6 RETAIL & E-COMMERCE 206
8.6.1 ENABLING AUDIO-BASED PRODUCT DESCRIPTION AND VOICE COMMERCE WITH GENERATIVE AI 206
8.6.1.1 Voice-based shopping assistants 207
8.6.1.2 Personalized audio ads 207
8.6.1.3 Audio product descriptions 207
8.6.1.4 Voice search optimization 208
8.6.1.5 Audio-controlled inventory management 208
8.6.1.6 Others 208
8.7 TRANSPORTATION & LOGISTICS 209
8.7.1 RISING NEED FOR EFFICIENCY, OPTIMIZATION, AND SUSTAINABILITY TO DRIVE GROWTH OF AI VOICE GENERATORS IN TRANSPORTATION & LOGISTICS 209
8.7.1.1 Emergency audio response and assistance 210
8.7.1.2 Voice-enabled navigation 210
8.7.1.3 Audio-based fleet management 210
8.7.1.4 Speech recognition for driver commands 211
8.7.1.5 Voice-controlled warehouse operations 211
8.7.1.6 Others 211
8.8 CONSTRUCTION & REAL ESTATE 212
8.8.1 REAL-TIME TRANSLATION CAPABILITIES CAN BRIDGE LANGUAGE BARRIERS IN MULTINATIONAL PROJECTS 212
8.8.1.1 Voice-assisted site monitoring 213
8.8.1.2 Voice-activated property tours 213
8.8.1.3 Voice-controlled building automation systems 214
8.8.1.4 Audio design consultations 214
8.8.1.5 Equipment maintenance audio alerts 214
8.8.1.6 Others 215
8.9 ENERGY & UTILITIES 215
8.9.1 GENERATIVE AI CAN MONITOR MACHINERY AND INFRASTRUCTURE, PROVIDING REAL-TIME ALERTS ABOUT PERFORMANCE ISSUES 215
8.9.1.1 Acoustic anomaly detection 216
8.9.1.2 Emergency response coordination 216
8.9.1.3 Voice-activated control systems 217
8.9.1.4 Voice-controlled smart grid systems 217
8.9.1.5 Predictive maintenance audio alerts 217
8.9.1.6 Others 218
8.10 GOVERNMENT & DEFENSE 218
8.10.1 AI VOICE GENERATORS CAN DETECT THREAT AND ENHANCE SURVEILLANCE 218
8.10.1.1 Audio deepfake detection 219
8.10.1.2 Speech recognition for surveillance 219
8.10.1.3 Public safety announcements 220
8.10.1.4 Audio forensics 220
8.10.1.5 Voice biometrics and authentication 220
8.10.1.6 Others 221
8.11 IT & ITES 221
8.11.1 GENERATIVE AI TO HELP IMPROVE CYBERSECURITY, MINIMIZE COSTS, AND ENHANCE USER EXPERIENCE 221
8.11.1.1 Automated voice response systems 222
8.11.1.2 AI-powered training programs 222
8.11.1.3 Voice authentication for IT systems 223
8.11.1.4 Voice-controlled IDE 223
8.11.1.5 Automated meeting transcriptions 223
8.11.1.6 Others 224
8.12 TELECOMMUNICATIONS 224
8.12.1 LEVERAGING ADVANCED NATURAL LANGUAGE PROCESSING (NLP) TO UNDERSTAND AND RESPOND TO CUSTOMER QUERIES 224
8.12.1.1 Real-time language translation 225
8.12.1.2 Language generation for IVR systems 226
8.12.1.3 Speech emotion recognition 226
8.12.1.4 Voice quality enhancement 226
8.12.1.5 Automated call summarization 226
8.12.1.6 Others 227
8.13 OTHER VERTICALS 227
9 AI VOICE GENERATOR MARKET, BY REGION 229
9.1 INTRODUCTION 230
9.2 NORTH AMERICA 232
9.2.1 NORTH AMERICA: AI VOICE GENERATOR MARKET DRIVERS 232
9.2.2 NORTH AMERICA: MACROECONOMIC OUTLOOK 233
9.2.3 US 243
9.2.3.1 Supportive regulatory environment and robust technological infrastructure in US to drive market growth 243
9.2.4 CANADA 244
9.2.4.1 Improving business processes and attracting more customers with rapid adoption of AI voice generators 244
9.3 EUROPE 245
9.3.1 EUROPE: AI VOICE GENERATOR MARKET DRIVERS 245
9.3.2 EUROPE: MACROECONOMIC OUTLOOK 245
9.3.3 UK 254
9.3.3.1 Presence of world-class universities and research institutions, coupled with vibrant startup ecosystem, to foster collaboration and accelerate advancements in generative AI 254
9.3.4 GERMANY 255
9.3.4.1 Increasing investments in developing AI solutions and growing interest in potential of AI voice generators to boost market growth 255
9.3.5 FRANCE 256
9.3.5.1 Combination of technological innovation, government initiatives, and thriving AI ecosystem to promote AI development in France 256
9.3.6 ITALY 257
9.3.6.1 Government initiatives and cost-efficiency considerations to trigger market growth in Italy 257
9.3.7 SPAIN 258
9.3.7.1 Collaborations between academic institutions, research centers, and industry players to support advancement of AI technologies in Spain 258
9.3.8 FINLAND 259
9.3.8.1 Integration of AI voice generator applications into education sector to see growing demand in near future 259
9.3.9 REST OF EUROPE 260
9.4 ASIA PACIFIC 261
9.4.1 ASIA PACIFIC: AI VOICE GENERATOR MARKET DRIVERS 262
9.4.2 ASIA PACIFIC: MACROECONOMIC OUTLOOK 262
9.4.3 CHINA 272
9.4.3.1 Integration of LLMs into various industries in China to drive market growth 272
9.4.4 INDIA 273
9.4.4.1 With emerging tech industry and huge digital population, businesses in India turning to LLMs to develop AI applications 273
9.4.5 JAPAN 274
9.4.5.1 Growth of AI voice generator market in Japan attributed to rich cultural heritage and technologically advanced society 274
9.4.6 SOUTH KOREA 275
9.4.6.1 South Korea’s strong focus on innovation and digital transformation to drive adoption of AI technologies 275
9.4.7 SINGAPORE 276
9.4.7.1 Singapore making progress in advancement of AI voice generators 276
9.4.8 AUSTRALIA & NEW ZEALAND 277
9.4.8.1 Australia & New Zealand to explore AI’s potential more broadly 277
9.4.9 REST OF ASIA PACIFIC 278
9.5 MIDDLE EAST & AFRICA 279
9.5.1 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET DRIVERS 280
9.5.2 MIDDLE EAST & AFRICA: MACROECONOMIC OUTLOOK 280
9.5.3 MIDDLE EAST 289
9.5.3.1 Saudi Arabia 290
9.5.3.1.1 Major investments by tech giants to bring AI revolution in Saudi Arabia 290
9.5.3.2 UAE 298
9.5.3.2.1 Corporate collaborations and strategic partnerships crucial in advancing AI voice generator market in UAE 298
9.5.3.3 Turkey 299
9.5.3.3.1 Robust telecommunications infrastructure and growing digital economy to provide conducive environment for adoption of AI 299
9.5.3.4 Qatar 300
9.5.3.4.1 Strategic investments in AI research and development to foster vibrant ecosystem for innovation in Qatar 300
9.5.3.5 Rest of Middle East 301
9.5.4 AFRICA 302
9.6 LATIN AMERICA 303
9.6.1 LATIN AMERICA: AI VOICE GENERATOR MARKET DRIVERS 303
9.6.2 LATIN AMERICA: MACROECONOMIC OUTLOOK 304
9.6.3 BRAZIL 313
9.6.3.1 Technological advancements and surge in digital transformation to drive market growth in Brazil 313
9.6.4 MEXICO 314
9.6.4.1 Government and digital transformation initiatives to fuel adoption of advanced AI technologies in Mexico 314
9.6.5 ARGENTINA 315
9.6.5.1 Growing startup culture and government support to help growth of AI market in Argentina 315
9.6.6 REST OF LATIN AMERICA 316
10 COMPETITIVE LANDSCAPE 318
10.1 OVERVIEW 318
10.2 KEY PLAYER STRATEGIES/RIGHT TO WIN 318
10.3 REVENUE ANALYSIS 320
10.4 MARKET SHARE ANALYSIS 321
10.4.1 MARKET RANKING ANALYSIS 322
10.5 PRODUCT COMPARATIVE ANALYSIS 325
10.5.1 PRODUCT COMPARATIVE ANALYSIS, BY AUDIO & SPEECH SYNTHESIS 325
10.5.1.1 Amazon Polly (AWS) 325
10.5.1.2 Azure Speech AI (Microsoft) 325
10.5.1.3 Riva (NVIDIA) 325
10.5.1.4 Text-to-Speech AI (Google) 326
10.5.1.5 TTS (OpenAI) 326
10.5.2 PRODUCT COMPARATIVE ANALYSIS, BY VOICE CONVERSION & CLONING 326
10.5.2.1 Voice Cloning (Respeecher) 326
10.5.2.2 AI Voice Cloning (Speechify) 327
10.5.2.3 AI Voice Cloning (PlayHT) 327
10.5.2.4 AI Voice Cloning (Voice.ai) 327
10.5.2.5 AI Voice Cloning (ElevenLabs) 327
10.5.3 PRODUCT COMPARATIVE ANALYSIS, BY MUSIC GENERATION & COMPOSITION 328
10.5.3.1 AI Music Generator (Soundful) 328
10.5.3.2 Create Music (Soundraw) 328
10.5.3.3 AI Music Generator (Loudly) 328
10.5.3.4 AI Music Generation Assistant (AIVA Technologies) 328
10.5.3.5 Render (Mubert) 329
10.6 COMPANY VALUATION AND FINANCIAL METRICS 329
10.7 COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023 330
10.7.1 STARS 330
10.7.2 EMERGING LEADERS 330
10.7.3 PERVASIVE PLAYERS 331
10.7.4 PARTICIPANTS 331
10.7.5 COMPANY FOOTPRINT: KEY PLAYERS, 2023 332
10.7.5.1 Company Footprint 332
10.7.5.2 Region Footprint 333
10.7.5.3 Offering Footprint 334
10.7.5.4 Application Footprint 335
10.7.5.5 Vertical Footprint 336
10.8 COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023 336
10.8.1 PROGRESSIVE COMPANIES 337
10.8.2 RESPONSIVE COMPANIES 337
10.8.3 DYNAMIC COMPANIES 337
10.8.4 STARTING BLOCKS 337
10.8.5 COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023 339
10.8.5.1 Detailed List of Key Startups/SMEs 339
10.8.5.2 Competitive Benchmarking of Key Startups/SMEs 341
10.9 COMPETITIVE SCENARIO AND TRENDS 342
10.9.1 PRODUCT LAUNCHES AND ENHANCEMENTS 342
10.9.2 DEALS 349
11 COMPANY PROFILES 355
11.1 INTRODUCTION 355
11.2 KEY PLAYERS 355
11.2.1 IBM 355
11.2.1.1 Business overview 355
11.2.1.2 Solutions/Services offered 357
11.2.1.3 Recent developments 357
11.2.1.4 MnM view 359
11.2.1.4.1 Key strengths 359
11.2.1.4.2 Strategic choices 360
11.2.1.4.3 Weaknesses and competitive threats 360
11.2.2 NVIDIA 361
11.2.2.1 Business overview 361
11.2.2.2 Products/Solutions/Services offered 362
11.2.2.3 Recent developments 363
11.2.2.4 MnM view 364
11.2.2.4.1 Key strengths 364
11.2.2.4.2 Strategic choices 365
11.2.2.4.3 Weaknesses and competitive threats 365
11.2.3 META 366
11.2.3.1 Business overview 366
11.2.3.2 Solutions/Services offered 367
11.2.3.3 Recent developments 368
11.2.3.4 MnM view 370
11.2.3.4.1 Key strengths 370
11.2.3.4.2 Strategic choices 370
11.2.3.4.3 Weaknesses and competitive threats 370
11.2.4 MICROSOFT 371
11.2.4.1 Business overview 371
11.2.4.2 Solutions/Services offered 372
11.2.4.3 Recent developments 373
11.2.4.4 MnM view 374
11.2.4.4.1 Key strengths 374
11.2.4.4.2 Strategic choices 375
11.2.4.4.3 Weaknesses and competitive threats 375
11.2.5 GOOGLE 376
11.2.5.1 Business overview 376
11.2.5.2 Solutions/Services offered 377
11.2.5.3 Recent developments 378
11.2.5.4 MnM view 380
11.2.5.4.1 Key strengths 380
11.2.5.4.2 Strategic choices 380
11.2.5.4.3 Weaknesses and competitive threats 380
11.2.6 OPENAI 381
11.2.6.1 Business overview 381
11.2.6.2 Solutions/Services offered 382
11.2.6.3 Recent developments 382
11.2.7 AWS 384
11.2.7.1 Business overview 384
11.2.7.2 Solutions/Services offered 385
11.2.7.3 Recent developments 386
11.2.8 CISCO 388
11.2.8.1 Business overview 388
11.2.8.2 Solutions/Services offered 389
11.2.8.3 Recent developments 390
11.2.9 SOUNDHOUND AI 391
11.2.9.1 Business overview 391
11.2.9.2 Products/Solutions/Services Offered 392
11.2.9.3 Recent developments 393
11.2.10 ELEVENLABS 395
11.2.10.1 Business overview 395
11.2.10.2 Products/Solutions/Services offered 396
11.2.10.3 Recent developments 397
11.2.11 SPEECHIFY 399
11.2.12 SYNTHESIA 400
11.2.13 PLAYHT 401
11.2.14 RESEMBLE AI 402
11.2.15 STABILITY AI 403
11.2.16 RUNWAY 403
11.3 STARTUP/SME PROFILES 404
11.3.1 AMAI 404
11.3.2 MUSICO 405
11.3.3 WELLSAID LABS 405
11.3.4 DESCRIPT 406
11.3.5 AIVA TECHNOLOGIES 406
11.3.6 DUBDUB.AI 407
11.3.7 DEEPDUB 407
11.3.8 DUBVERSE 408
11.3.9 RESPEECHER 408
11.3.10 BEYONDWORDS 409
11.3.11 VOICEMOD 410
11.3.12 REPLICA STUDIOS 411
11.3.13 SIMPLIFIED 412
11.3.14 MURF AI 413
11.3.15 LISTNR AI 414
11.3.16 DEEPBRAIN AI 415
11.3.17 CAMB.AI 415
11.3.18 PODCASTLE 416
11.3.19 LOVO AI 417
11.3.20 SOUNDFUL 417
11.4 OTHER VENDORS 418
11.4.1 SOUNDRAW 418
11.4.2 BEATOVEN.AI 418
11.4.3 ASSEMBLYAI 419
11.4.4 HOUR ONE 419
11.4.5 PICOVOICE 420
12 ADJACENT AND RELATED MARKETS 421
12.1 INTRODUCTION 421
12.2 CONVERSATIONAL AI MARKET – GLOBAL FORECAST TO 2030 421
12.2.1 MARKET DEFINITION 421
12.2.2 MARKET OVERVIEW 421
12.2.2.1 Conversational AI market, by offering 422
12.2.2.2 Conversational AI market, by business function 422
12.2.2.3 Conversational AI market, by conversational agent type 423
12.2.2.4 Conversational AI market, by vertical 424
12.2.2.5 Conversational AI market, by region 425
12.3 GENERATIVE AI MARKET – GLOBAL FORECAST TO 2030 426
12.3.1 MARKET DEFINITION 426
12.3.2 MARKET OVERVIEW 426
12.3.2.1 Generative AI market, by offering 427
12.3.2.2 Generative AI market, by application 427
12.3.2.3 Generative AI market, by vertical 428
12.3.2.4 Generative AI market, by region 430
13 APPENDIX 431
13.1 DISCUSSION GUIDE 431
13.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 437
13.3 CUSTOMIZATION OPTIONS 439
13.4 RELATED REPORTS 439
13.5 AUTHOR DETAILS 440
LIST OF TABLES
TABLE 1 AI VOICE GENERATOR MARKET: DETAILED SEGMENTATION 45
TABLE 2 UNITED STATES DOLLAR EXCHANGE RATE, 2019–2023 49
TABLE 3 PRIMARY INTERVIEWS 51
TABLE 4 FACTOR ANALYSIS 59
TABLE 5 AI VOICE GENERATOR MARKET SIZE AND GROWTH RATE,
2019–2023 (USD MILLION, Y-O-Y %) 64
TABLE 6 AI VOICE GENERATOR MARKET SIZE AND GROWTH RATE,
2024–2030 (USD MILLION, Y-O-Y %) 64
TABLE 7 AI VOICE GENERATOR MARKET: SUPPLY CHAIN ANALYSIS 84
TABLE 8 AI VOICE GENERATOR MARKET: ECOSYSTEM 86
TABLE 9 NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 103
TABLE 10 EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 104
TABLE 11 ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 104
TABLE 12 MIDDLE EAST & AFRICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 105
TABLE 13 LATIN AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS 106
TABLE 14 PATENTS FILED, 2015–2024 113
TABLE 15 TOP 20 PATENT OWNERS IN AI VOICE GENERATOR MARKET, 2015–2024 114
TABLE 16 LIST OF FEW PATENTS IN AI VOICE GENERATOR MARKET, 2023–2024 115
TABLE 17 AVERAGE SELLING PRICES FOR TOP 3 APPLICATIONS (USD) 119
TABLE 18 INDICATIVE PRICING LEVELS, BY OFFERING 120
TABLE 19 AI VOICE GENERATOR MARKET: DETAILED LIST OF CONFERENCES & EVENTS, 2024–2025 121
TABLE 20 PORTERS’ FIVE FORCES’ IMPACT ON AI VOICE GENERATOR MARKET 122
TABLE 21 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 126
TABLE 22 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 127
TABLE 23 AI VOICE GENERATOR MARKET, BY OFFERING, 2019–2023 (USD MILLION) 131
TABLE 24 AI VOICE GENERATOR MARKET, BY OFFERING, 2024–2030 (USD MILLION) 131
TABLE 25 SOFTWARE: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 132
TABLE 26 SOFTWARE: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 132
TABLE 27 SOFTWARE: AI VOICE GENERATOR MARKET, BY TECHNOLOGY,
2019–2023 (USD MILLION) 134
TABLE 28 SOFTWARE: AI VOICE GENERATOR MARKET, BY TECHNOLOGY,
2024–2030 (USD MILLION) 134
TABLE 29 DEEP LEARNING MODELS: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 135
TABLE 30 DEEP LEARNING MODELS: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 135
TABLE 31 GENERATIVE ADVERSARIAL NETWORKS: AI VOICE GENERATOR MARKET,
BY REGION, 2019–2023 (USD MILLION) 137
TABLE 32 GENERATIVE ADVERSARIAL NETWORKS: AI VOICE GENERATOR MARKET,
BY REGION, 2024–2030 (USD MILLION) 138
TABLE 33 AUTOENCODERS: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 139
TABLE 34 AUTOENCODERS: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 139
TABLE 35 TRANSFORMER MODELS: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 141
TABLE 36 TRANSFORMER MODELS: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 141
TABLE 37 AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE,
2019–2023 (USD MILLION) 144
TABLE 38 AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE,
2024–2030 (USD MILLION) 144
TABLE 39 ON-PREMISES: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 145
TABLE 40 ON-PREMISES: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 145
TABLE 41 CLOUD: AI VOICE GENERATOR MARKET, BY REGION, 2019–2023 (USD MILLION) 146
TABLE 42 CLOUD: AI VOICE GENERATOR MARKET, BY REGION, 2024–2030 (USD MILLION) 146
TABLE 43 AI VOICE GENERATOR MARKET, BY SERVICE, 2019–2023 (USD MILLION) 147
TABLE 44 AI VOICE GENERATOR MARKET, BY SERVICE, 2024–2030 (USD MILLION) 148
TABLE 45 SERVICES: AI VOICE GENERATOR MARKET, BY PROFESSIONAL SERVICE,
2019–2023 (USD MILLION) 148
TABLE 46 SERVICES: AI VOICE GENERATOR MARKET, BY PROFESSIONAL SERVICE,
2024–2030 (USD MILLION) 149
TABLE 47 PROFESSIONAL SERVICES: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 149
TABLE 48 PROFESSIONAL SERVICES: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 149
TABLE 49 TRAINING AND CONSULTING SERVICES: AI VOICE GENERATOR MARKET,
BY REGION, 2019–2023 (USD MILLION) 150
TABLE 50 TRAINING AND CONSULTING SERVICES: AI VOICE GENERATOR MARKET,
BY REGION, 2024–2030 (USD MILLION) 150
TABLE 51 SYSTEM INTEGRATION AND IMPLEMENTATION SERVICES: AI VOICE GENERATOR MARKET, BY REGION, 2019–2023 (USD MILLION) 151
TABLE 52 SYSTEM INTEGRATION AND IMPLEMENTATION SERVICES: AI VOICE GENERATOR MARKET, BY REGION, 2024–2030 (USD MILLION) 151
TABLE 53 SUPPORT AND MAINTENANCE SERVICES: AI VOICE GENERATOR MARKET,
BY REGION, 2019–2023 (USD MILLION) 152
TABLE 54 SUPPORT AND MAINTENANCE SERVICES: AI VOICE GENERATOR MARKET,
BY REGION, 2024–2030 (USD MILLION) 152
TABLE 55 MANAGED SERVICES: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 153
TABLE 56 MANAGED SERVICES: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 153
TABLE 57 AI VOICE GENERATOR MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 157
TABLE 58 AI VOICE GENERATOR MARKET, BY APPLICATION, 2024–2030 (USD MILLION) 157
TABLE 59 AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS,
2019–2023 (USD MILLION) 158
TABLE 60 AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS,
2024–2030 (USD MILLION) 158
TABLE 61 TEXT-TO-SPEECH (TTS): AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 159
TABLE 62 TEXT-TO-SPEECH (TTS): AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 159
TABLE 63 SPEECH-TO-SPEECH TRANSLATION: AI VOICE GENERATOR MARKET, BY REGION, 2019–2023 (USD MILLION) 160
TABLE 64 SPEECH-TO-SPEECH TRANSLATION: AI VOICE GENERATOR MARKET, BY REGION, 2024–2030 (USD MILLION) 160
TABLE 65 CUSTOM VOICE SYNTHESIS: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 161
TABLE 66 CUSTOM VOICE SYNTHESIS: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 161
TABLE 67 VIRTUAL ASSISTANTS: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 162
TABLE 68 VIRTUAL ASSISTANTS: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 162
TABLE 69 OTHERS IN AUDIO & SPEECH SYNTHESIS: AI VOICE GENERATOR MARKET,
BY REGION, 2019–2023 (USD MILLION) 163
TABLE 70 OTHERS IN AUDIO & SPEECH SYNTHESIS: AI VOICE GENERATOR MARKET,
BY REGION, 2024–2030 (USD MILLION) 163
TABLE 71 AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING,
2019–2023 (USD MILLION) 164
TABLE 72 AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING,
2024–2030 (USD MILLION) 165
TABLE 73 VOICE MIMICKING: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 165
TABLE 74 VOICE MIMICKING: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 166
TABLE 75 LANGUAGE LOCALIZATION: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 166
TABLE 76 LANGUAGE LOCALIZATION: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 167
TABLE 77 EMOTION TRANSFORMATION: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 167
TABLE 78 EMOTION TRANSFORMATION: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 168
TABLE 79 PERSONALIZED DIGITAL VOICES: AI VOICE GENERATOR MARKET, BY REGION, 2019–2023 (USD MILLION) 168
TABLE 80 PERSONALIZED DIGITAL VOICES: AI VOICE GENERATOR MARKET, BY REGION, 2024–2030 (USD MILLION) 169
TABLE 81 OTHERS IN VOICE CONVERSION & CLONING: AI VOICE GENERATOR MARKET,
BY REGION, 2019–2023 (USD MILLION) 169
TABLE 82 OTHERS IN VOICE CONVERSION & CLONING: AI VOICE GENERATOR MARKET,
BY REGION, 2024–2030 (USD MILLION) 170
TABLE 83 AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION,
2019–2023 (USD MILLION) 171
TABLE 84 AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION,
2024–2030 (USD MILLION) 171
TABLE 85 AUTOMATED MUSIC CREATION: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 172
TABLE 86 AUTOMATED MUSIC CREATION: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 172
TABLE 87 MUSIC STYLE TRANSFER: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 173
TABLE 88 MUSIC STYLE TRANSFER: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 173
TABLE 89 SOUNDTRACK GENERATION: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 174
TABLE 90 SOUNDTRACK GENERATION: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 174
TABLE 91 MUSIC REMIXING & MASHUPS: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 175
TABLE 92 MUSIC REMIXING & MASHUPS: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 175
TABLE 93 OTHERS IN MUSIC GENERATION & COMPOSITION: AI VOICE GENERATOR MARKET, BY REGION, 2019–2023 (USD THOUSAND) 176
TABLE 94 OTHERS IN MUSIC GENERATION & COMPOSITION: AI VOICE GENERATOR MARKET, BY REGION, 2024–2030 (USD THOUSAND) 176
TABLE 95 AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION,
2019–2023 (USD MILLION) 177
TABLE 96 AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION,
2024–2030 (USD MILLION) 177
TABLE 97 MULTILINGUAL AUDIO DUBBING: AI VOICE GENERATOR MARKET, BY REGION, 2019–2023 (USD MILLION) 178
TABLE 98 MULTILINGUAL AUDIO DUBBING: AI VOICE GENERATOR MARKET, BY REGION, 2024–2030 (USD MILLION) 178
TABLE 99 REAL-TIME TRANSLATION: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 179
TABLE 100 REAL-TIME TRANSLATION: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 179
TABLE 101 VOICE MATCH DUBBING: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 180
TABLE 102 VOICE MATCH DUBBING: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 180
TABLE 103 NARRATIVE DUBBING: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 181
TABLE 104 NARRATIVE DUBBING: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 181
TABLE 105 OTHERS IN AUDIO DUBBING & TRANSLATION: AI VOICE GENERATOR MARKET,
BY REGION, 2019–2023 (USD MILLION) 182
TABLE 106 OTHERS IN AUDIO DUBBING & TRANSLATION: AI VOICE GENERATOR MARKET,
BY REGION, 2024–2030 (USD MILLION) 182
TABLE 107 AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION,
2019–2023 (USD MILLION) 183
TABLE 108 AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION,
2024–2030 (USD MILLION) 183
TABLE 109 AUDIO NOISE REDUCTION: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 184
TABLE 110 AUDIO NOISE REDUCTION: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 184
TABLE 111 AUDIO UPSCALING: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 185
TABLE 112 AUDIO UPSCALING: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 185
TABLE 113 SPEECH ENHANCEMENT: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 186
TABLE 114 SPEECH ENHANCEMENT: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 186
TABLE 115 OLD RECORD RESTORATION: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD THOUSAND) 187
TABLE 116 OLD RECORD RESTORATION: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD THOUSAND) 187
TABLE 117 OTHERS IN VOICE ENHANCEMENT & RESTORATION: AI VOICE GENERATOR MARKET, BY REGION, 2019–2023 (USD THOUSAND) 188
TABLE 118 OTHERS IN VOICE ENHANCEMENT & RESTORATION: AI VOICE GENERATOR MARKET, BY REGION, 2024–2030 (USD THOUSAND) 188
TABLE 119 OTHER APPLICATIONS: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 189
TABLE 120 OTHER APPLICATIONS: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 189
TABLE 121 AI VOICE GENERATOR MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 193
TABLE 122 AI VOICE GENERATOR MARKET, BY VERTICAL, 2024–2030 (USD MILLION) 193
TABLE 123 MEDIA & ENTERTAINMENT: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 194
TABLE 124 MEDIA & ENTERTAINMENT: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 195
TABLE 125 BFSI: AI VOICE GENERATOR MARKET, BY REGION, 2019–2023 (USD MILLION) 197
TABLE 126 BFSI: AI VOICE GENERATOR MARKET, BY REGION, 2024–2030 (USD MILLION) 198
TABLE 127 HEALTHCARE & LIFE SCIENCES: AI VOICE GENERATOR MARKET, BY REGION, 2019–2023 (USD MILLION) 200
TABLE 128 HEALTHCARE & LIFE SCIENCES: AI VOICE GENERATOR MARKET, BY REGION, 2024–2030 (USD MILLION) 201
TABLE 129 MANUFACTURING: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 203
TABLE 130 MANUFACTURING: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 204
TABLE 131 RETAIL & E-COMMERCE: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 206
TABLE 132 RETAIL & E-COMMERCE: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 207
TABLE 133 TRANSPORTATION & LOGISTICS: AI VOICE GENERATOR MARKET, BY REGION, 2019–2023 (USD MILLION) 209
TABLE 134 TRANSPORTATION & LOGISTICS: AI VOICE GENERATOR MARKET, BY REGION, 2024–2030 (USD MILLION) 210
TABLE 135 CONSTRUCTION & REAL ESTATE: AI VOICE GENERATOR MARKET, BY REGION, 2019–2023 (USD MILLION) 212
TABLE 136 CONSTRUCTION & REAL ESTATE: AI VOICE GENERATOR MARKET, BY REGION, 2024–2030 (USD MILLION) 213
TABLE 137 ENERGY & UTILITIES: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 216
TABLE 138 ENERGY & UTILITIES: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 216
TABLE 139 GOVERNMENT & DEFENSE: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 219
TABLE 140 GOVERNMENT & DEFENSE: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 219
TABLE 141 IT & ITES: AI VOICE GENERATOR MARKET, BY REGION, 2019–2023 (USD MILLION) 222
TABLE 142 IT & ITES: AI VOICE GENERATOR MARKET, BY REGION, 2024–2030 (USD MILLION) 222
TABLE 143 TELECOMMUNICATIONS: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 225
TABLE 144 TELECOMMUNICATIONS: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 225
TABLE 145 OTHER VERTICALS: AI VOICE GENERATOR MARKET, BY REGION,
2019–2023 (USD MILLION) 228
TABLE 146 OTHER VERTICALS: AI VOICE GENERATOR MARKET, BY REGION,
2024–2030 (USD MILLION) 228
TABLE 147 AI VOICE GENERATOR MARKET, BY REGION, 2019–2023 (USD MILLION) 231
TABLE 148 AI VOICE GENERATOR MARKET, BY REGION, 2024–2030 (USD MILLION) 231
TABLE 149 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 234
TABLE 150 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 235
TABLE 151 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY SOFTWARE TECHNOLOGY, 2019–2023 (USD MILLION) 235
TABLE 152 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY SOFTWARE TECHNOLOGY, 2024–2030 (USD MILLION) 235
TABLE 153 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE,
2019–2023 (USD MILLION) 236
TABLE 154 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE,
2024–2030 (USD MILLION) 236
TABLE 155 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY SERVICE,
2019–2023 (USD MILLION) 236
TABLE 156 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY SERVICE,
2024–2030 (USD MILLION) 236
TABLE 157 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY APPLICATION,
2019–2023 (USD MILLION) 237
TABLE 158 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY APPLICATION,
2024–2030 (USD MILLION) 237
TABLE 159 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS, 2019–2023 (USD MILLION) 238
TABLE 160 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS, 2024–2030 (USD MILLION) 238
TABLE 161 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING, 2019–2023 (USD MILLION) 238
TABLE 162 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING, 2024–2030 (USD MILLION) 239
TABLE 163 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION, 2019–2023 (USD MILLION) 239
TABLE 164 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION, 2024–2030 (USD MILLION) 239
TABLE 165 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION, 2019–2023 (USD MILLION) 240
TABLE 166 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION, 2024–2030 (USD MILLION) 240
TABLE 167 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION, 2019–2023 (USD MILLION) 240
TABLE 168 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION, 2024–2030 (USD MILLION) 241
TABLE 169 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY VERTICAL,
2019–2023 (USD MILLION) 241
TABLE 170 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY VERTICAL,
2024–2030 (USD MILLION) 242
TABLE 171 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY COUNTRY,
2019–2023 (USD MILLION) 242
TABLE 172 NORTH AMERICA: AI VOICE GENERATOR MARKET, BY COUNTRY,
2024–2030 (USD MILLION) 242
TABLE 173 US: AI VOICE GENERATOR MARKET, BY OFFERING, 2019–2023 (USD MILLION) 243
TABLE 174 US: AI VOICE GENERATOR MARKET, BY OFFERING, 2024–2030 (USD MILLION) 243
TABLE 175 CANADA: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 244
TABLE 176 CANADA: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 244
TABLE 177 EUROPE: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 246
TABLE 178 EUROPE: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 246
TABLE 179 EUROPE: AI VOICE GENERATOR MARKET, BY SOFTWARE TECHNOLOGY,
2019–2023 (USD MILLION) 246
TABLE 180 EUROPE: AI VOICE GENERATOR MARKET, BY SOFTWARE TECHNOLOGY,
2024–2030 (USD MILLION) 247
TABLE 181 EUROPE: AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE,
2019–2023 (USD MILLION) 247
TABLE 182 EUROPE: AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE,
2024–2030 (USD MILLION) 247
TABLE 183 EUROPE: AI VOICE GENERATOR MARKET, BY SERVICE, 2019–2023 (USD MILLION) 248
TABLE 184 EUROPE: AI VOICE GENERATOR MARKET, BY SERVICE, 2024–2030 (USD MILLION) 248
TABLE 185 EUROPE: AI VOICE GENERATOR MARKET, BY APPLICATION,
2019–2023 (USD MILLION) 248
TABLE 186 EUROPE: AI VOICE GENERATOR MARKET, BY APPLICATION,
2024–2030 (USD MILLION) 249
TABLE 187 EUROPE: AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS,
2019–2023 (USD MILLION) 249
TABLE 188 EUROPE: AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS,
2024–2030 (USD MILLION) 250
TABLE 189 EUROPE: AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING, 2019–2023 (USD MILLION) 250
TABLE 190 EUROPE: AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING, 2024–2030 (USD MILLION) 250
TABLE 191 EUROPE: AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION, 2019–2023 (USD MILLION) 251
TABLE 192 EUROPE: AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION, 2024–2030 (USD MILLION) 251
TABLE 193 EUROPE: AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION, 2019–2023 (USD MILLION) 251
TABLE 194 EUROPE: AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION, 2024–2030 (USD MILLION) 252
TABLE 195 EUROPE: AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION, 2019–2023 (USD MILLION) 252
TABLE 196 EUROPE: AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION, 2024–2030 (USD MILLION) 252
TABLE 197 EUROPE: AI VOICE GENERATOR MARKET, BY VERTICAL,
2019–2023 (USD MILLION) 253
TABLE 198 EUROPE: AI VOICE GENERATOR MARKET, BY VERTICAL,
2024–2030 (USD MILLION) 253
TABLE 199 EUROPE: AI VOICE GENERATOR MARKET, BY COUNTRY,
2019–2023 (USD MILLION) 254
TABLE 200 EUROPE: AI VOICE GENERATOR MARKET, BY COUNTRY,
2024–2030 (USD MILLION) 254
TABLE 201 UK: AI VOICE GENERATOR MARKET, BY OFFERING, 2019–2023 (USD MILLION) 255
TABLE 202 UK: AI VOICE GENERATOR MARKET, BY OFFERING, 2024–2030 (USD MILLION) 255
TABLE 203 GERMANY: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 256
TABLE 204 GERMANY: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 256
TABLE 205 FRANCE: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 257
TABLE 206 FRANCE: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 257
TABLE 207 ITALY: AI VOICE GENERATOR MARKET, BY OFFERING, 2019–2023 (USD MILLION) 258
TABLE 208 ITALY: AI VOICE GENERATOR MARKET, BY OFFERING, 2024–2030 (USD MILLION) 258
TABLE 209 SPAIN: AI VOICE GENERATOR MARKET, BY OFFERING, 2019–2023 (USD MILLION) 259
TABLE 210 SPAIN: AI VOICE GENERATOR MARKET, BY OFFERING, 2024–2030 (USD MILLION) 259
TABLE 211 FINLAND: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 260
TABLE 212 FINLAND: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 260
TABLE 213 REST OF EUROPE: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 261
TABLE 214 REST OF EUROPE: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 261
TABLE 215 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 264
TABLE 216 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 264
TABLE 217 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY SOFTWARE TECHNOLOGY,
2019–2023 (USD MILLION) 264
TABLE 218 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY SOFTWARE TECHNOLOGY,
2024–2030 (USD MILLION) 265
TABLE 219 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE,
2019–2023 (USD MILLION) 265
TABLE 220 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE,
2024–2030 (USD MILLION) 265
TABLE 221 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY SERVICE,
2019–2023 (USD MILLION) 266
TABLE 222 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY SERVICE,
2024–2030 (USD MILLION) 266
TABLE 223 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY APPLICATION,
2019–2023 (USD MILLION) 266
TABLE 224 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY APPLICATION,
2024–2030 (USD MILLION) 267
TABLE 225 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS, 2019–2023 (USD MILLION) 267
TABLE 226 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS, 2024–2030 (USD MILLION) 268
TABLE 227 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING, 2019–2023 (USD MILLION) 268
TABLE 228 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING, 2024–2030 (USD MILLION) 268
TABLE 229 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION, 2019–2023 (USD MILLION) 269
TABLE 230 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION, 2024–2030 (USD MILLION) 269
TABLE 231 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION, 2019–2023 (USD MILLION) 269
TABLE 232 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION, 2024–2030 (USD MILLION) 270
TABLE 233 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION, 2019–2023 (USD MILLION) 270
TABLE 234 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION, 2024–2030 (USD MILLION) 270
TABLE 235 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY VERTICAL,
2019–2023 (USD MILLION) 271
TABLE 236 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY VERTICAL,
2024–2030 (USD MILLION) 271
TABLE 237 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY COUNTRY,
2019–2023 (USD MILLION) 272
TABLE 238 ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY COUNTRY,
2024–2030 (USD MILLION) 272
TABLE 239 CHINA: AI VOICE RECORDER MARKET, BY OFFERING, 2019–2023 (USD MILLION) 273
TABLE 240 CHINA: AI VOICE RECORDER MARKET, BY OFFERING, 2024–2030 (USD MILLION) 273
TABLE 241 INDIA: AI VOICE GENERATOR MARKET, BY OFFERING, 2019–2023 (USD MILLION) 274
TABLE 242 INDIA: AI VOICE GENERATOR MARKET, BY OFFERING, 2024–2030 (USD MILLION) 274
TABLE 243 JAPAN: AI VOICE GENERATOR MARKET, BY OFFERING, 2019–2023 (USD MILLION) 275
TABLE 244 JAPAN: AI VOICE GENERATOR MARKET, BY OFFERING, 2024–2030 (USD MILLION) 275
TABLE 245 SOUTH KOREA: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 276
TABLE 246 SOUTH KOREA: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 276
TABLE 247 SINGAPORE: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 277
TABLE 248 SINGAPORE: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 277
TABLE 249 AUSTRALIA & NEW ZEALAND: AI VOICE GENERATOR MARKET, BY OFFERING, 2019–2023 (USD MILLION) 278
TABLE 250 AUSTRALIA & NEW ZEALAND: AI VOICE GENERATOR MARKET, BY OFFERING, 2024–2030 (USD MILLION) 278
TABLE 251 REST OF ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 279
TABLE 252 REST OF ASIA PACIFIC: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 279
TABLE 253 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 281
TABLE 254 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 281
TABLE 255 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY SOFTWARE TECHNOLOGY, 2019–2023 (USD THOUSAND) 281
TABLE 256 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY SOFTWARE TECHNOLOGY, 2024–2030 (USD THOUSAND) 282
TABLE 257 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE, 2019–2023 (USD MILLION) 282
TABLE 258 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE, 2024–2030 (USD MILLION) 282
TABLE 259 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY SERVICE,
2019–2023 (USD THOUSAND) 282
TABLE 260 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY SERVICE,
2024–2030 (USD THOUSAND) 283
TABLE 261 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY APPLICATION,
2019–2023 (USD THOUSAND) 283
TABLE 262 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY APPLICATION,
2024–2030 (USD THOUSAND) 283
TABLE 263 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS, 2019–2023 (USD THOUSAND) 284
TABLE 264 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS, 2024–2030 (USD THOUSAND) 284
TABLE 265 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING, 2019–2023 (USD THOUSAND) 284
TABLE 266 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING, 2024–2030 (USD THOUSAND) 285
TABLE 267 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION, 2019–2023 (USD THOUSAND) 285
TABLE 268 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION, 2024–2030 (USD THOUSAND) 285
TABLE 269 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION, 2019–2023 (USD THOUSAND) 286
TABLE 270 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION, 2024–2030 (USD THOUSAND) 286
TABLE 271 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION, 2019–2023 (USD THOUSAND) 286
TABLE 272 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION, 2024–2030 (USD THOUSAND) 287
TABLE 273 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY VERTICAL,
2019–2023 (USD THOUSAND) 287
TABLE 274 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY VERTICAL,
2024–2030 (USD THOUSAND) 288
TABLE 275 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY SUBREGION,
2019–2023 (USD MILLION) 288
TABLE 276 MIDDLE EAST & AFRICA: AI VOICE GENERATOR MARKET, BY SUBREGION,
2024–2030 (USD MILLION) 288
TABLE 277 MIDDLE EAST: AI VOICE GENERATOR MARKET, BY COUNTRY,
2019–2023 (USD THOUSAND) 289
TABLE 278 MIDDLE EAST: AI VOICE GENERATOR MARKET, BY COUNTRY,
2024–2030 (USD THOUSAND) 289
TABLE 279 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD THOUSAND) 290
TABLE 280 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD THOUSAND) 291
TABLE 281 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY SOFTWARE TECHNOLOGY, 2019–2023 (USD THOUSAND) 291
TABLE 282 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY SOFTWARE TECHNOLOGY, 2024–2030 (USD THOUSAND) 291
TABLE 283 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE,
2019–2023 (USD THOUSAND) 292
TABLE 284 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE,
2024–2030 (USD THOUSAND) 292
TABLE 285 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY SERVICE,
2019–2023 (USD THOUSAND) 292
TABLE 286 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY SERVICE,
2024–2030 (USD THOUSAND) 292
TABLE 287 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY APPLICATION,
2019–2023 (USD THOUSAND) 293
TABLE 288 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY APPLICATION,
2024–2030 (USD THOUSAND) 293
TABLE 289 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS, 2019–2023 (USD THOUSAND) 294
TABLE 290 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS, 2024–2030 (USD THOUSAND) 294
TABLE 291 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING, 2019–2023 (USD THOUSAND) 294
TABLE 292 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING, 2024–2030 (USD THOUSAND) 295
TABLE 293 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION, 2019–2023 (USD THOUSAND) 295
TABLE 294 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION, 2024–2030 (USD THOUSAND) 295
TABLE 295 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION, 2019–2023 (USD THOUSAND) 296
TABLE 296 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION, 2024–2030 (USD THOUSAND) 296
TABLE 297 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION, 2019–2023 (USD THOUSAND) 296
TABLE 298 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION, 2024–2030 (USD THOUSAND) 297
TABLE 299 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY VERTICAL,
2019–2023 (USD THOUSAND) 297
TABLE 300 SAUDI ARABIA: AI VOICE GENERATOR MARKET, BY VERTICAL,
2024–2030 (USD THOUSAND) 298
TABLE 301 UAE: AI VOICE GENERATOR MARKET, BY OFFERING, 2019–2023 (USD THOUSAND) 299
TABLE 302 UAE: AI VOICE GENERATOR MARKET, BY OFFERING, 2024–2030 (USD THOUSAND) 299
TABLE 303 TURKEY: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD THOUSAND) 300
TABLE 304 TURKEY: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD THOUSAND) 300
TABLE 305 QATAR: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD THOUSAND) 300
TABLE 306 QATAR: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD THOUSAND) 301
TABLE 307 REST OF MIDDLE EAST: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD THOUSAND) 301
TABLE 308 REST OF MIDDLE EAST: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD THOUSAND) 302
TABLE 309 AFRICA: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD THOUSAND) 302
TABLE 310 AFRICA: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD THOUSAND) 303
TABLE 311 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 304
TABLE 312 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 304
TABLE 313 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY SOFTWARE TECHNOLOGY, 2019–2023 (USD MILLION) 305
TABLE 314 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY SOFTWARE TECHNOLOGY, 2024–2030 (USD MILLION) 305
TABLE 315 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE,
2019–2023 (USD MILLION) 305
TABLE 316 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY DEPLOYMENT MODE,
2024–2030 (USD MILLION) 306
TABLE 317 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY SERVICE,
2019–2023 (USD MILLION) 306
TABLE 318 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY SERVICE,
2024–2030 (USD MILLION) 306
TABLE 319 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY APPLICATION,
2019–2023 (USD MILLION) 307
TABLE 320 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY APPLICATION,
2024–2030 (USD MILLION) 307
TABLE 321 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS, 2019–2023 (USD THOUSAND) 308
TABLE 322 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY AUDIO & SPEECH SYNTHESIS, 2024–2030 (USD THOUSAND) 308
TABLE 323 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING, 2019–2023 (USD THOUSAND) 308
TABLE 324 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY VOICE CONVERSION & CLONING, 2024–2030 (USD THOUSAND) 309
TABLE 325 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION, 2019–2023 (USD THOUSAND) 309
TABLE 326 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY MUSIC GENERATION & COMPOSITION, 2024–2030 (USD THOUSAND) 309
TABLE 327 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION, 2019–2023 (USD THOUSAND) 310
TABLE 328 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY AUDIO DUBBING & TRANSLATION, 2024–2030 (USD THOUSAND) 310
TABLE 329 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION, 2019–2023 (USD THOUSAND) 310
TABLE 330 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY VOICE ENHANCEMENT & RESTORATION, 2024–2030 (USD THOUSAND) 311
TABLE 331 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY VERTICAL,
2019–2023 (USD THOUSAND) 311
TABLE 332 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY VERTICAL,
2024–2030 (USD THOUSAND) 312
TABLE 333 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY COUNTRY,
2019–2023 (USD MILLION) 312
TABLE 334 LATIN AMERICA: AI VOICE GENERATOR MARKET, BY COUNTRY,
2024–2030 (USD MILLION) 313
TABLE 335 BRAZIL: AI VOICE GENERATOR MARKET, BY OFFERING, 2019–2023 (USD MILLION) 314
TABLE 336 BRAZIL: AI VOICE GENERATOR MARKET, BY OFFERING, 2024–2030 (USD MILLION) 314
TABLE 337 MEXICO: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 315
TABLE 338 MEXICO: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 315
TABLE 339 ARGENTINA: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD THOUSAND) 316
TABLE 340 ARGENTINA: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD THOUSAND) 316
TABLE 341 REST OF LATIN AMERICA: AI VOICE GENERATOR MARKET, BY OFFERING,
2019–2023 (USD MILLION) 317
TABLE 342 REST OF LATIN AMERICA: AI VOICE GENERATOR MARKET, BY OFFERING,
2024–2030 (USD MILLION) 317
TABLE 343 OVERVIEW OF STRATEGIES ADOPTED BY KEY AI VOICE GENERATOR VENDORS 318
TABLE 344 AI VOICE GENERATOR MARKET: DEGREE OF COMPETITION 322
TABLE 345 REGION FOOTPRINT (16 COMPANIES) 333
TABLE 346 OFFERING FOOTPRINT (16 COMPANIES) 334
TABLE 347 APPLICATION FOOTPRINT (16 COMPANIES) 335
TABLE 348 VERTICAL FOOTPRINT (16 COMPANIES) 336
TABLE 349 AI VOICE GENERATOR MARKET: DETAILED LIST OF KEY STARTUPS/SMES 339
TABLE 350 AI VOICE GENERATOR MARKET: COMPETITIVE BENCHMARKING OF STARTUPS/SMES 341
TABLE 351 AI VOICE GENERATOR MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2021–JULY 2024 342
TABLE 352 AI VOICE GENERATOR MARKET: DEALS, JANUARY 2021–JULY 2024 349
TABLE 353 IBM: COMPANY OVERVIEW 356
TABLE 354 IBM: SOLUTIONS/SERVICES OFFERED 357
TABLE 355 IBM: PRODUCT LAUNCHES AND ENHANCEMENTS 357
TABLE 356 IBM: DEALS 359
TABLE 357 NVIDIA: COMPANY OVERVIEW 361
TABLE 358 NVIDIA: PRODUCTS/SOLUTIONS/SERVICES OFFERED 362
TABLE 359 NVIDIA: PRODUCT LAUNCHES AND ENHANCEMENTS 363
TABLE 360 NVIDIA: DEALS 364
TABLE 361 META: COMPANY OVERVIEW 366
TABLE 362 META: SOLUTIONS/SERVICES OFFERED 367
TABLE 363 META: PRODUCT LAUNCHES AND ENHANCEMENTS 368
TABLE 364 META: DEALS 369
TABLE 365 MICROSOFT: COMPANY OVERVIEW 371
TABLE 366 MICROSOFT: SOLUTIONS/SERVICES OFFERED 372
TABLE 367 MICROSOFT: PRODUCT LAUNCHES AND ENHANCEMENTS 373
TABLE 368 MICROSOFT: DEALS 373
TABLE 369 GOOGLE: COMPANY OVERVIEW 376
TABLE 370 GOOGLE: SOLUTIONS/SERVICES OFFERED 377
TABLE 371 GOOGLE: PRODUCT LAUNCHES AND ENHANCEMENTS 378
TABLE 372 GOOGLE: DEALS 379
TABLE 373 OPENAI: COMPANY OVERVIEW 381
TABLE 374 OPENAI: SOLUTIONS/SERVICES OFFERED 382
TABLE 375 OPENAI: PRODUCT LAUNCHES AND ENHANCEMENTS 382
TABLE 376 OPENAI: DEALS 383
TABLE 377 AWS: COMPANY OVERVIEW 384
TABLE 378 AWS: SOLUTIONS/SERVICES OFFERED 385
TABLE 379 AWS: PRODUCT LAUNCHES AND ENHANCEMENTS 386
TABLE 380 AWS: DEALS 387
TABLE 381 CISCO: COMPANY OVERVIEW 388
TABLE 382 CISCO: SOLUTIONS/SERVICES OFFERED 389
TABLE 383 CISCO: PRODUCT LAUNCHES AND ENHANCEMENTS 390
TABLE 384 CISCO: DEALS 390
TABLE 385 SOUNDHOUND AI: COMPANY OVERVIEW 391
TABLE 386 SOUNDHOUND AI: PRODUCTS/SOLUTIONS/SERVICES OFFERED 392
TABLE 387 SOUNDHOUND AI: PRODUCT LAUNCHES AND ENHANCEMENTS 393
TABLE 388 SOUNDHOUND AI: DEALS 393
TABLE 389 ELEVENLABS: COMPANY OVERVIEW 395
TABLE 390 ELEVENLABS: PRODUCTS/SOLUTIONS/SERVICES OFFERED 396
TABLE 391 ELEVENLABS: PRODUCT LAUNCHES AND ENHANCEMENTS 397
TABLE 392 ELEVENLABS: DEALS 397
TABLE 393 CONVERSATIONAL AI MARKET, BY OFFERING, 2019–2023 (USD MILLION) 422
TABLE 394 CONVERSATIONAL AI MARKET, BY OFFERING, 2024–2030 (USD MILLION) 422
TABLE 395 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION,
2019–2023 (USD MILLION) 423
TABLE 396 CONVERSATIONAL AI MARKET, BY BUSINESS FUNCTION,
2024–2030 (USD MILLION) 423
TABLE 397 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE,
2019–2023 (USD MILLION) 424
TABLE 398 CONVERSATIONAL AI MARKET, BY CONVERSATIONAL AGENT TYPE,
2024–2030 (USD MILLION) 424
TABLE 399 CONVERSATIONAL AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 425
TABLE 400 CONVERSATIONAL AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION) 425
TABLE 401 CONVERSATIONAL AI MARKET, BY REGION, 2019–2023 (USD MILLION) 426
TABLE 402 CONVERSATIONAL AI MARKET, BY REGION, 2024–2030 (USD MILLION) 426
TABLE 403 GENERATIVE AI MARKET, BY OFFERING, 2019–2023 (USD MILLION) 427
TABLE 404 GENERATIVE AI MARKET, BY OFFERING, 2024–2030 (USD MILLION) 427
TABLE 405 GENERATIVE AI MARKET, BY APPLICATION, 2019–2023 (USD MILLION) 428
TABLE 406 GENERATIVE AI MARKET, BY APPLICATION, 2024–2030 (USD MILLION) 428
TABLE 407 GENERATIVE AI MARKET, BY VERTICAL, 2019–2023 (USD MILLION) 429
TABLE 408 GENERATIVE AI MARKET, BY VERTICAL, 2024–2030 (USD MILLION) 429
TABLE 409 GENERATIVE AI MARKET, BY REGION, 2019–2023 (USD MILLION) 430
TABLE 410 GENERATIVE AI MARKET, BY REGION, 2024–2030 (USD MILLION) 430
LIST OF FIGURES
FIGURE 1 AI VOICE GENERATOR MARKET: RESEARCH DESIGN 50
FIGURE 2 DATA TRIANGULATION 53
FIGURE 3 AI VOICE GENERATOR MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 54
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1, BOTTOM UP
(SUPPLY SIDE): REVENUE FROM SOLUTIONS/SERVICES OF AI VOICE GENERATOR MARKET 55
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY- APPROACH 2, BOTTOM UP
(SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES
OF AI VOICE GENERATOR MARKET 56
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY-APPROACH 3, BOTTOM UP
(SUPPLY SIDE): COLLECTIVE REVENUE FROM ALL SOLUTIONS/SERVICES
OF AI VOICE GENERATOR MARKET 57
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 4, BOTTOM UP (DEMAND SIDE): SHARE OF AI VOICE GENERATOR THROUGH OVERALL AI SPENDING 58
FIGURE 8 SOFTWARE SEGMENT TO HOLD LARGER MARKET SIZE IN 2024 64
FIGURE 9 DEEP LEARNING MODELS TO BE LEADING SEGMENT IN SOFTWARE
BY TECHNOLOGY FOR 2024 65
FIGURE 10 CLOUD TO BE FASTER-GROWING DEPLOYMENT MODE DURING FORECAST PERIOD 65
FIGURE 11 PROFESSIONAL SERVICES SEGMENT TO HOLD LARGER SHARE IN 2024 66
FIGURE 12 TRAINING & CONSULTING SEGMENT SET TO REGISTER LARGEST SHARE IN 2024 66
FIGURE 13 AUDIO & SPEECH SYNTHESIS SEGMENT TO BECOME LEADING
APPLICATION IN 2024 67
FIGURE 14 HEALTHCARE & LIFE SCIENCES TO WITNESS HIGHEST GROWTH RATE DURING FORECAST PERIOD 67
FIGURE 15 ASIA PACIFIC TO REGISTER HIGHEST GROWTH RATE BETWEEN 2024 AND 2030 68
FIGURE 16 INCREASING DEMAND FOR VOICE-ENABLED DEVICES AND VIRTUAL ASSISTANTS TO DRIVE MARKET GROWTH 69
FIGURE 17 VOICE CONVERSION AND CLONING SEGMENT TO ACCOUNT FOR HIGHEST GROWTH RATE DURING FORECAST PERIOD 70
FIGURE 18 SOFTWARE AND MEDIA & ENTERTAINMENT TO BE LARGEST SHAREHOLDERS IN NORTH AMERICA IN 2024 70
FIGURE 19 NORTH AMERICA TO HOLD LARGEST MARKET SHARE IN 2024 71
FIGURE 20 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: AI VOICE GENERATOR MARKET 73
FIGURE 21 ESTIMATED NUMBER OF USERS (MILLION) OF VIRTUAL ASSISTANTS WORLDWIDE, 2015–2021 74
FIGURE 22 HIGH COST OF AI MODEL TRAINING REMAINS SIGNIFICANT BARRIER TO WIDESPREAD AI ADOPTION 76
FIGURE 23 EVOLUTION OF AI VOICE GENERATORS 80
FIGURE 24 AI VOICE GENERATOR MARKET: SUPPLY CHAIN ANALYSIS 83
FIGURE 25 KEY PLAYERS IN AI VOICE GENERATOR MARKET ECOSYSTEM 88
FIGURE 26 GENERATIVE AI EQUITY FUNDING AND DEALS, 2019–2023 90
FIGURE 27 LEADING AI VOICE GENERATOR VENDORS, BY FUNDING VALUE AND FUNDING ROUND, 2017–2024 90
FIGURE 28 GENERATIVE AI STARTUPS, BY FUNDING STAGE, 2023 91
FIGURE 29 DISTRIBUTION OF GENERATIVE AI FUNDING, 2021–2022 92
FIGURE 30 NUMBER OF PATENTS GRANTED IN LAST 10 YEARS, 2015–2024 113
FIGURE 31 TOP 10 APPLICANTS IN AI VOICE GENERATOR MARKET, 2015–2024 114
FIGURE 32 REGIONAL ANALYSIS OF PATENTS GRANTED, 2015–2024 118
FIGURE 33 AVERAGE SELLING PRICES OF KEY PLAYERS FOR TOP 3 APPLICATIONS 119
FIGURE 34 AI VOICE GENERATOR MARKET: PORTER’S FIVE FORCES ANALYSIS 123
FIGURE 35 TECHNOLOGY ROADMAP FOR AI VOICE GENERATOR MARKET 124
FIGURE 36 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS 126
FIGURE 37 KEY BUYING CRITERIA FOR TOP THREE VERTICALS 127
FIGURE 38 AI VOICE GENERATOR MARKET: TRENDS/DISRUPTIONS IMPACTING CUSTOMERS’ BUSINESSES 128
FIGURE 39 SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 131
FIGURE 40 DEEP LEARNING MODELS TO HOLD LARGEST SHARE OF AI VOICE GENERATOR MARKET FOR SOFTWARE BY TECHNOLOGY IN 2024 133
FIGURE 41 CLOUD SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 144
FIGURE 42 MANAGED SERVICES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 147
FIGURE 43 VOICE CONVERSION & CLONING TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 156
FIGURE 44 GENERATIVE AI IMPACT ASSESSMENT INDEX: AI VOICE GENERATOR 156
FIGURE 45 HEALTHCARE & LIFE SCIENCES SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 192
FIGURE 46 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 230
FIGURE 47 INDIA TO REGISTER HIGHEST GROWTH RATE IN AI VOICE GENERATOR MARKET DURING FORECAST PERIOD 231
FIGURE 48 NORTH AMERICA: AI VOICE GENERATOR MARKET SNAPSHOT 234
FIGURE 49 ASIA PACIFIC: AI VOICE GENERATOR MARKET SNAPSHOT 263
FIGURE 50 TOP 5 PUBLIC PLAYERS HAVE DOMINATED MARKET FOR LAST 5 YEARS 321
FIGURE 51 SHARE OF LEADING COMPANIES IN AI VOICE GENERATOR MARKET, 2023 322
FIGURE 52 PRODUCT COMPARATIVE ANALYSIS, BY AUDIO & SPEECH SYNTHESIS 325
FIGURE 53 PRODUCT COMPARATIVE ANALYSIS, BY VOICE CONVERSION & CLONING 326
FIGURE 54 PRODUCT COMPARATIVE ANALYSIS, BY MUSIC GENERATION & COMPOSITION 328
FIGURE 55 COMPANY VALUATION AND FINANCIAL METRICS OF KEY VENDORS 329
FIGURE 56 YEAR-TO-DATE (YTD) PRICE TOTAL RETURN AND 5-YEAR STOCK BETA OF KEY VENDORS 330
FIGURE 57 AI VOICE GENERATOR MARKET: COMPANY EVALUATION MATRIX
(KEY PLAYERS), 2023 331
FIGURE 58 COMPANY FOOTPRINT (16 COMPANIES) 332
FIGURE 59 AI VOICE GENERATOR MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023 338
FIGURE 60 IBM: COMPANY SNAPSHOT 356
FIGURE 61 NVIDIA: COMPANY SNAPSHOT 362
FIGURE 62 META: COMPANY SNAPSHOT 367
FIGURE 63 MICROSOFT: COMPANY SNAPSHOT 372
FIGURE 64 GOOGLE: COMPANY SNAPSHOT 377
FIGURE 65 AWS: COMPANY SNAPSHOT 385
FIGURE 66 CISCO: COMPANY SNAPSHOT 389
FIGURE 67 SOUNDHOUND AI: COMPANY SNAPSHOT 392
