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configs:
  - config_name: default
    data_files: '*.tsv'
    sep: "\t"
size_categories:
  - n<1K

Cloned the GitHub repo for easier viewing and embedding the above table. https://github.com/Vaibhavs10/open-tts-tracker

Legend for the above TTS capability table:

  • Processor - CPU (1️⃣/β™Ύ cores)/CUDA/ROCm (single/multi used for inference; Real-time factor should be below 2.0 to qualify for CPU, though some leeway can be given if it supports audio streaming)
  • Phonetic alphabet - None/IPA/ARPAbet (Phonetic transcription that allows to control pronunciation of certain words during inference)
  • Insta-clone - Yes/No (Zero-shot model for quick voice clone)
  • Emotion control - Yes🎭/Strict (Strict, as in has no ability to go in-between states, insta-clone switch/🎭πŸ‘₯, control through prompt πŸŽ­πŸ“–)
  • Prompting - Yes/No (A side effect of narrator based datasets and a way to affect the emotional state, ElevenLabs docs)
  • Streaming support - Yes/No (If it is possible to playback audio that is still being generated)
  • Speech control - speed/pitch/ (Ability to change the pitch, duration, energy and/or emotion of generated speech)
  • Voice conversion / Speech-To-Speech support - Yes/No (Streaming support implies real-time S2S; S2T=>T2S does not count)
  • Longform synthesis - Able to synthesis whole paragraphs

A null value means unfilled/unknown. Please create pull requests to update the info on the models.

Name GitHub Weights License Fine-tune Languages Paper Demo Issues
AI4Bharat Repo Hub MIT Yes Indic Paper Demo
Amphion Repo Hub MIT No Multilingual Paper πŸ€— Space
Bark Repo Hub MIT No Multilingual Paper πŸ€— Space
EmotiVoice Repo GDrive Apache 2.0 Yes ZH + EN Not Available Not Available Separate GUI agreement
Glow-TTS Repo GDrive MIT Yes English Paper GH Pages
GPT-SoVITS Repo Hub MIT Yes Multilingual Not Available Not Available
HierSpeech++ Repo GDrive MIT No KR + EN Paper πŸ€— Space
IMS-Toucan Repo GH release Apache 2.0 Yes Multilingual Paper πŸ€— Space
MahaTTS Repo Hub Apache 2.0 No English + Indic Not Available Recordings, Colab
Matcha-TTS Repo GDrive MIT Yes English Paper πŸ€— Space GPL-licensed phonemizer
MetaVoice-1B Repo Hub Apache 2.0 Yes Multilingual Not Available πŸ€— Space
Neural-HMM TTS Repo GitHub MIT Yes English Paper GH Pages
OpenVoice Repo Hub CC-BY-NC 4.0 No ZH + EN Paper πŸ€— Space Non Commercial
OverFlow TTS Repo GitHub MIT Yes English Paper GH Pages
Parler TTS Repo Hub Apache 2.0 Yes English Not Available πŸ€— Space
pflowTTS Unofficial Repo GDrive MIT Yes English Paper Not Available GPL-licensed phonemizer
Pheme Repo Hub CC-BY Yes English Paper πŸ€— Space
Piper Repo Hub MIT Yes Multilingual Not Available Not Available GPL-licensed phonemizer
RAD-MMM Repo GDrive MIT Yes Multilingual Paper Jupyter Notebook, Webpage
RAD-TTS Repo GDrive MIT Yes English Paper GH Pages
Silero Repo GH links CC BY-NC-SA No EM + DE + ES + EA Not Available Not Available Non Commercial
StyleTTS 2 Repo Hub MIT Yes English Paper πŸ€— Space GPL-licensed phonemizer
Tacotron 2 Unofficial Repo GDrive BSD-3 Yes English Paper Webpage
TorToiSe TTS Repo Hub Apache 2.0 Yes English Technical report πŸ€— Space
TTTS Repo Hub MPL 2.0 No ZH Not Available Colab, πŸ€— Space
VALL-E Unofficial Repo Not Available MIT Yes NA Paper Not Available
VITS/ MMS-TTS Repo Hub / MMS Apache 2.0 Yes English Paper πŸ€— Space GPL-licensed phonemizer
WhisperSpeech Repo Hub MIT No English, Polish Not Available πŸ€— Space, Recordings, Colab
XTTS Repo Hub CPML Yes Multilingual Paper πŸ€— Space Non Commercial
xVASynth Repo Hub GPL-3.0 Yes Multilingual Papers πŸ€— Space Base model trained on copyrighted materials.