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Top 23 speech-synthesis Open-Source Projects
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InfluxDB
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DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
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PaddleSpeech
Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.
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NeMo
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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vits
VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech
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silero-models
Silero Models: pre-trained speech-to-text, text-to-speech and text-enhancement models made embarrassingly simple
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DiffSinger
DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code
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Amphion
Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.
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TensorFlowTTS
:stuck_out_tongue_closed_eyes: TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)
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edge-tts
Use Microsoft Edge's online text-to-speech service from Python WITHOUT needing Microsoft Edge or Windows or an API key
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tacotron
A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)
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awesome-speech-recognition-speech-synthesis-papers
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
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espeak-ng
eSpeak NG is an open source speech synthesizer that supports more than hundred languages and accents.
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marytts
MARY TTS -- an open-source, multilingual text-to-speech synthesis system written in pure java
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SaaSHub
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Project mention: OpenAI deems its voice cloning tool too risky for general release | news.ycombinator.com | 2024-03-31lol this marketing technique is getting very old. https://github.com/coqui-ai/TTS is already amazing and open source.
It's indeed suspicious. You're sending your voice samples, your various services accounts, your location and more private data to some proprietary black box in some public cloud. Sorry, but this is a privacy nightmare. It should be open source and self-hosted like Mycroft (https://mycroft.ai) or Leon (https://getleon.ai) to be trustworthy.
PaddlePaddle/PaddleSpeech
Project mention: [P] Making a TTS voice, HK-47 from Kotor using Tortoise (Ideally WaveRNN) | /r/MachineLearning | 2023-07-06I don't test WaveRNN but from the ones that I know the best that is open source is FastPitch. And it's easy to use, here is the tutorial for voice cloning.
Project mention: WhisperSpeech – An Open Source text-to-speech system built by inverting Whisper | news.ycombinator.com | 2024-01-17You might check out this list from espnet. They list the different corpuses they use to train their models sorted by language and task (ASR, TTS etc):
https://github.com/espnet/espnet/blob/master/egs2/README.md
And the voice encapsulation system VITS https://github.com/jaywalnut310/vits
Project mention: Weird A.I. Yankovic, a cursed deep dive into the world of voice cloning | news.ycombinator.com | 2023-10-02I doubt it's currently actually "the best open source text to speech", but the answer I came up with when throwing a couple of hours at the problem some months ago was "Silero" [0, 1].
Following the "standalone" guide [2], it was pretty trivial to make the model render my sample text in about 100 English "voices" (many of which were similar to each other, and in varying quality). Sampling those, I got about 10 that were pretty "good". And maybe 6 that were the "best ones" (pretty natural, not annoying to listen to).
IIRC the license was free for noncommercial use only. I'm not sure exactly "how open source" they are, but it was simple to install the dependencies and write the basic Python to try it out; I had to write a for loop to try all the voices like I wanted. I ended using something else for the project for other reasons, but this could still be fairly good backup option for some use cases IMO.
[0] https://github.com/snakers4/silero-models#text-to-speech
Project mention: WhisperSpeech – An Open Source text-to-speech system built by inverting Whisper | news.ycombinator.com | 2024-01-17If you're not already aware, the primary developer of Mimic 3 (and its non-Mimic predecessor Larynx) continued TTS-related development with Larynx and the renamed project Piper: https://github.com/rhasspy/piper
Last year Piper development was supported by Nabu Casa for their "Year of Voice" project for Home Assistant and it sounds like Mike Hansen is going to continue on it with their support this year.
Hey HN, has anyone found a viable solution for doing this locally and offline on iOS? I'd like to offer a privacy-friendly text to speech feature to my App, and Apple's speech synthesis sounds awful compared to some newer models and TTS engines. The only thing I've found is an older TensorflowTTS example here: https://github.com/TensorSpeech/TensorFlowTTS/tree/master/examples/ios
Any pointers or tips appreciated.
Project mention: [discussion] text to voice generation for textbooks (non-math part) | /r/MachineLearning | 2023-12-01i would very much like to use it to turn the text parts of a book into an audio where i could listen to it while reading. i used edge's tts for speech by giving a paragraph to clipboard and to edge-tts in order to listen the text but it causes two problems: 1. you need internet connection and have the book opened 2. can only do paragraph by paragraph, and is prone to errors or sometimes if you use it too much it wont convert the full text afterwards.
I haven't tried openvoice, but I did try whisperspeech and it will do the same thing. You can optionally pass in a file with a reference voice, and the tts uses it.
https://github.com/collabora/whisperspeech
I found it to be kind of creepy hearing it in my own voice. I also tried a friend of mine who had a french canadian accent and strangely the output didn't have his accent.
I'm skeptical about a senior JavaScript developer claiming to be bored. Nonetheless, let's see. How would you go about modifying [this](ng/blob/master/emscripten/espeakng_glue.idl) IDL file, this C++ glue code, and the relevant Make file to compile eSpeak NG to JavaScript with Emscripten with SSML support enabled?
I did find one but I am not sure if the link is still reliable https://marytts.github.io/.
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
speech-synthesis related posts
- Show HN: WhisperFusion – Ultra-low latency conversations with an AI chatbot
- WhisperFusion: Ultra-low latency conversations with an AI chatbot
- WhisperSpeech – An Open Source text-to-speech system built by inverting Whisper
- Microsoft releases Windows AI studio to run and fine tune models locally
- [D] What offline TTS Model is good enough for a realistic real-time task?
- [discussion] text to voice generation for textbooks (non-math part)
- StyleTTS2 – open-source Eleven Labs quality Text To Speech
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Index
What are some of the best open-source speech-synthesis projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | TTS | 29,174 |
| 2 | Leon | 14,539 |
| 3 | DeepLearningExamples | 12,607 |
| 4 | PaddleSpeech | 10,120 |
| 5 | NeMo | 10,084 |
| 6 | so-vits-svc-fork | 8,310 |
| 7 | espnet | 7,872 |
| 8 | EmotiVoice | 6,303 |
| 9 | vits | 6,230 |
| 10 | silero-models | 4,546 |
| 11 | DiffSinger | 4,107 |
| 12 | piper | 3,902 |
| 13 | Amphion | 3,898 |
| 14 | TensorFlowTTS | 3,697 |
| 15 | edge-tts | 3,564 |
| 16 | WhisperSpeech | 3,329 |
| 17 | tacotron | 2,927 |
| 18 | awesome-speech-recognition-speech-synthesis-papers | 2,870 |
| 19 | espeak-ng | 2,888 |
| 20 | lingvo | 2,780 |
| 21 | chat-with-gpt | 2,258 |
| 22 | Tacotron-2 | 2,231 |
| 23 | marytts | 2,208 |
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