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Course Outline
Introduction to Speech Synthesis and Voice Cloning
- Overview of text-to-speech (TTS) and neural voice synthesis
- Voice cloning vs speech generation: use cases and boundaries
- Key models: Tacotron, WaveNet, FastSpeech, VITS
Working with Commercial Platforms
- Using ElevenLabs and Resemble AI
- Voice creation, cloning, and editing
- API access and text-to-speech workflows
Building with Open-Source Tools
- Installing and configuring Coqui TTS
- Training custom voices and managing datasets
- Generating speech with fine control (pitch, speed, emotion)
Data Preparation and Voice Dataset Management
- Collecting and cleaning voice samples
- Segmenting, labeling, and aligning transcripts
- Ethical sourcing and voice consent
Application Integration
- Embedding TTS in websites and applications
- Creating IVR systems and interactive bots
- Generating synthetic dialogue for video and games
Evaluating Quality and Realism
- MOS (Mean Opinion Score) and intelligibility tests
- Controlling expressiveness and prosody
- Comparing latency, fidelity, and realism
Ethical, Legal, and Governance Considerations
- Deepfake risks and responsible usage
- Consent, attribution, and copyright implications
- Regulations and organizational policies
Summary and Next Steps
Requirements
- Understanding of machine learning fundamentals
- Familiarity with audio file formats and editing tools
- Basic Python programming skills
Audience
- AI developers and engineers interested in speech synthesis
- Content creators and media technologists exploring voice generation
- R&D teams building personalized or dynamic audio systems
14 Hours
Delivery Options
Private Group Training
Our identity is rooted in delivering exactly what our clients need.
- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from £3800 online delivery, based on a group of 2 delegates, £1200 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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