Name
stringlengths 4
14
| Processor β‘
stringclasses 4
values | Phonetic alphabet π€
stringclasses 3
values | Insta-clone π₯
stringclasses 2
values | Emotion control π
stringclasses 6
values | Prompting π
stringclasses 3
values | Speech control π
stringclasses 6
values | Streaming support π
stringclasses 2
values | Voice conversion π¦
stringclasses 2
values | Longform synthesis
stringclasses 2
values |
---|---|---|---|---|---|---|---|---|---|
Amphion | CUDA | null | π₯ | ππ₯ | β | null | null | null | null |
Bark | CUDA | null | β | π tags | β | null | null | null | null |
E2/F5 TTS | null | null | π₯ | β | π£π | null | null | null | null |
EmotiVoice | null | null | null | null | null | null | null | null | null |
Glow-TTS | null | null | null | null | null | null | null | null | null |
GPT-SoVITS | null | null | null | null | null | null | null | null | null |
HierSpeech++ | null | β | π₯ | ππ₯ | β | speed / stability π | null | π¦ | null |
IMS-Toucan | CUDA | β | β | β | β | null | null | null | null |
MahaTTS | null | null | null | null | null | null | null | null | null |
Matcha-TTS | null | IPA | β | β | β | speed / stability π | null | null | null |
MeloTTS | CPU / CUDA | null | β | β | null | speed π | null | null | null |
MetaVoice-1B | CUDA | null | π₯ | ππ₯ | β | stability / similarity π | null | null | Yes |
Neural-HMM TTS | null | null | null | null | null | null | null | null | null |
OpenVoice | CUDA | β | π₯ | 6-type π π‘πππ―π€«π | β | null | null | null | null |
OverFlow TTS | null | null | null | null | null | null | null | null | null |
Parler | CUDA | null | β | ππ | π | β | π | null | null |
pflowTTS | null | null | null | null | null | null | null | null | null |
Pheme | CUDA | β | π₯ | ππ₯ | β | stability π | null | null | null |
Piper | CPU | β | β | β | β | speed / stability π | β | β | null |
RAD-TTS | null | null | null | null | null | null | null | null | null |
Silero | null | null | null | null | null | null | null | null | null |
StyleTTS 2 | CPU / CUDA | IPA | π₯ | ππ₯ | β | null | π | null | Yes |
Tacotron 2 | null | null | null | null | null | null | null | null | null |
TorToiSe TTS | null | β | β | β | π£π | null | π | null | null |
TTTS | CPU / CUDA | β | π₯ | null | null | null | null | null | null |
VALL-E | null | null | null | null | null | null | null | null | null |
VITS/ MMS-TTS | CUDA | β | β | β | β | speed π | null | null | null |
WhisperSpeech | CUDA | β | π₯ | ππ₯ | β | speed π | null | null | null |
XTTS | CUDA | β | π₯ | ππ₯ | β | speed / stability π | π | β | null |
xVASynth | CPU 1οΈβ£ / CUDA | ARPAbet+ | β | 4-type π π‘πππ― perβphoneme | β | speed / pitch / energy / π π perβphoneme | β | π¦ | ~15 secs max |
Cloned the GitHub repo for easier viewing and embedding the above table as once requested by @reach-vb: https://github.com/Vaibhavs10/open-tts-tracker/issues/30#issuecomment-1946367525
Legend
for the above TTS capability table
- Processor β‘ - Inference done by
- CPU (CPUs = multithreaded) - All models can be run on CPU, so real-time factor should be below 2.0 to qualify for CPU tag, though some more leeway can be given if it supports audio streaming
- CUDA by NVIDIAβ’
- ROCm by AMDβ’
- 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
- π <# emotions>
- π‘ anger
- π happiness
- π sadness
- π― surprise
- π€« whispering
- π friendlyness
- strict insta-clone switch ππ₯ - cloned on sample with specific emotion; may sound different than normal speaking voice; no ability to go in-between states
- strict control through prompt ππ - prompt input parameter
- π <# emotions>
- Prompting π - Also a side effect of narrator based datasets and a way to affect the emotional state
- π - Prompt as a separate input parameter
- π£π - The prompt itself is also spoken by TTS; ElevenLabs docs
- Streaming support π - Can playback audio while it is still being generated
- Speech control π - Ability to change the pitch, duration etc. of generated speech
- Voice conversion / Speech-To-Speech support π¦ - Streaming support implies real-time S2S; S2T=>T2S does not count
- Longform synthesis - Able to synthesis whole paragraphs
A null value means unfilled/unknown. π€·ββοΈ 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 |
F5-TTS | Repo | Hub | MIT | Yes | ZH + EN | Paper | π€ Space | |
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 | ALL* | Paper | π€ Space 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 |
MeloTTS | Repo | Hub | MIT | Yes | Multilingual | Not Available | π€ Space | |
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 | MIT | No | Multilingual | Paper | π€ Space | |
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 | Multilingual | 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. |
- Multilingual - Amount of supported languages is ever changing, check the Space and Hub which specific languages are supported
- ALL - Supports all natural languages; may not support artificial/contructed languages
- Downloads last month
- 2