Emotional-Text-to-Speech/dl-for-emo-tts

:computer: :robot: A summary on our attempts at using Deep Learning approaches for Emotional Text to Speech :speaker:

42
/ 100
Emerging

Implements Tacotron and DC-TTS architectures fine-tuned on emotional speech datasets (RAVDESS, EMOV-DB) pre-trained on LJ Speech, systematically exploring transfer learning strategies like encoder freezing and learning rate adjustments. Provides reproducible training pipelines and comparative analysis across multiple emotion corpora, with successful configurations documented for single-speaker synthesis with monotonic attention constraints.

458 stars. No commits in the last 6 months.

Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 16 / 25
Community 16 / 25

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Stars

458

Forks

45

Language

Jupyter Notebook

License

MIT

Last pushed

Jun 26, 2024

Commits (30d)

0

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