soobinseo/Transformer-TTS
A Pytorch Implementation of "Neural Speech Synthesis with Transformer Network"
Implements end-to-end mel-spectrogram synthesis using multi-head self-attention in both encoder and decoder, achieving 3-4x faster training than seq2seq baselines like Tacotron. Replaces the WaveNet vocoder with a CBHG-based postnet and Griffin-Lim vocoding for waveform reconstruction. Trained on LJSpeech with Noam-style learning rate scheduling and gradient clipping, with pretrained checkpoints available.
690 stars. No commits in the last 6 months.
Stars
690
Forks
139
Language
Python
License
MIT
Category
Last pushed
Nov 08, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/voice-ai/soobinseo/Transformer-TTS"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related tools
yeyupiaoling/MASR
Pytorch实现的流式与非流式的自动语音识别框架，同时兼容在线和离线识别，目前支持Conformer、Squeezeformer、DeepSpeech2模型，支持多种数据增强方法。
coqui-ai/TTS
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
shivammehta25/Matcha-TTS
[ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching
netease-youdao/EmotiVoice
EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine
gabrielmittag/NISQA
NISQA - Non-Intrusive Speech Quality and TTS Naturalness Assessment