Speech Synthesis and Voice Conversion
( 25 Modules )

Module #1
Introduction to Speech Synthesis
Overview of speech synthesis, its applications, and history

Module #2
Human Speech Production
Anatomy and physiology of human speech production, acoustic properties of speech

Module #3
Speech Synthesis Techniques
Overview of speech synthesis techniques:articulatory synthesis, formant synthesis, and concatenative synthesis

Module #4
Articulatory Synthesis
In-depth look at articulatory synthesis, including facial and vocal tract modeling

Module #5
Formant Synthesis
In-depth look at formant synthesis, including source-filter model and formant extraction

Module #6
Concatenative Synthesis
In-depth look at concatenative synthesis, including unit selection and concatenation

Module #7
Statistical Parametric Speech Synthesis
Introduction to statistical parametric speech synthesis, including HMM and GMM

Module #8
Deep Learning for Speech Synthesis
Introduction to deep learning for speech synthesis, including WaveNet and CNN

Module #9
Speech Synthesis Systems
Overview of popular speech synthesis systems, including Festival and eSpeak

Module #10
Speech Synthesis Evaluation
Methods for evaluating speech synthesis systems, including MOS and similarity metrics

Module #11
Introduction to Voice Conversion
Overview of voice conversion, its applications, and techniques

Module #12
Voice Conversion Techniques
Overview of voice conversion techniques:VC using GMM, and Deep Learning-based VC

Module #13
Voice Conversion using GMM
In-depth look at voice conversion using GMM, including GMM adaptation and MLLR

Module #14
Deep Learning-based Voice Conversion
In-depth look at Deep Learning-based voice conversion, including CycleGAN and StarGAN

Module #15
Voice Conversion Systems
Overview of popular voice conversion systems, including VOCALOID and Amazon Polly

Module #16
Voice Conversion Evaluation
Methods for evaluating voice conversion systems, including subjective and objective metrics

Module #17
Applications of Speech Synthesis and Voice Conversion
Overview of applications of speech synthesis and voice conversion, including HCI, TTS, and ASR

Module #18
Speech Synthesis and Voice Conversion in HCI
Applications of speech synthesis and voice conversion in human-computer interaction

Module #19
Speech Synthesis and Voice Conversion in TTS
Applications of speech synthesis and voice conversion in text-to-speech systems

Module #20
Speech Synthesis and Voice Conversion in ASR
Applications of speech synthesis and voice conversion in automatic speech recognition

Module #21
Challenges and Future Directions
Challenges and future directions in speech synthesis and voice conversion research

Module #22
Open-Source Toolkit for Speech Synthesis
Hands-on experience with open-source toolkit for speech synthesis, including Festival and eSpeak

Module #23
Open-Source Toolkit for Voice Conversion
Hands-on experience with open-source toolkit for voice conversion, including OpenVocoded and Voice Conversion Toolbox

Module #24
Project Development
Guided project development on speech synthesis or voice conversion

Module #25
Course Wrap-Up & Conclusion
Planning next steps in Speech Synthesis and Voice Conversion career

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Speech Synthesis and Voice Conversion ( 25 Modules )

Speech Synthesis and Voice Conversion
( 25 Modules )