metadata
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 β‘ - Inference done by
- CPU (1οΈβ£/βΎ cores) - Real-time factor should be below 2.0 to qualify for CPU, though some leeway can be given if it supports audio streaming
- CUDA by NVIDIA (single/sli)
- ROCm by AMD (single/Crossfire)
- Phonetic alphabet π€ - Phonetic transcription that allows to control pronunciation of words before inference
- Insta-clone π₯ - Zero-shot model for quick voice cloning
- Emotion control π - Able to force an emotional state of speaker
- Yes / π <# emotions>
- strict insta-clone switch / ππ₯ - clone may sound different than normal speaking voice; no ability to go in-between states
- strict control through prompt ππ - prompt input parameter
- Prompting - Also a side effect of narrator based datasets and a way to affect the emotional state, ElevenLabs docs)
- Yes / π - Prompt as a separate input parameter
- Yes / π£π - Prompt is spoken by TTS
- Streaming support π - If it is possible to playback audio that is still being generated
- Speech control π - Ability to change the pitch, duration, energy and/or emotion of generated speech
- Voice conversion / Speech-To-Speech support π¦ - 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 | π€ Space | |
Bark | Repo | Hub | MIT | No | Multilingual | Paper | π€ 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 | π€ Space | |
IMS-Toucan | Repo | GH release | Apache 2.0 | Yes | Multilingual | Paper | π€ Space | |
MahaTTS | Repo | Hub | Apache 2.0 | No | English + Indic | Not Available | Recordings, Colab | |
Matcha-TTS | Repo | GDrive | MIT | Yes | English | Paper | π€ Space | GPL-licensed phonemizer |
MetaVoice-1B | Repo | Hub | Apache 2.0 | Yes | Multilingual | Not Available | π€ Space | |
Neural-HMM TTS | Repo | GitHub | MIT | Yes | English | Paper | GH Pages | |
OpenVoice | Repo | Hub | CC-BY-NC 4.0 | No | ZH + EN | Paper | π€ Space | Non Commercial |
OverFlow TTS | Repo | GitHub | MIT | Yes | English | Paper | GH Pages | |
Parler TTS | Repo | Hub | Apache 2.0 | Yes | English | Not Available | π€ Space | |
pflowTTS | Unofficial Repo | GDrive | MIT | Yes | English | Paper | Not Available | GPL-licensed phonemizer |
Pheme | Repo | Hub | CC-BY | Yes | English | Paper | π€ 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 | π€ 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 | π€ Space | |
TTTS | Repo | Hub | MPL 2.0 | No | ZH | Not Available | Colab, π€ 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 | π€ Space | GPL-licensed phonemizer |
WhisperSpeech | Repo | Hub | MIT | No | English, Polish | Not Available | π€ Space, Recordings, Colab | |
XTTS | Repo | Hub | CPML | Yes | Multilingual | Paper | π€ Space | Non Commercial |
xVASynth | Repo | Hub | GPL-3.0 | Yes | Multilingual | Papers | π€ Space | Base model trained on copyrighted materials. |