Python speech-synthesis

Open-source Python projects categorized as speech-synthesis
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Topics: Tts text-to-speech Deep Learning Pytorch speech-recognition
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Top 23 Python speech-synthesis Projects

  • TTS

    🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

    Project mention: OpenAI deems its voice cloning tool too risky for general release | news.ycombinator.com | 2024-03-31

    lol this marketing technique is getting very old. https://github.com/coqui-ai/TTS is already amazing and open source.

  • 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.

    Project mention: Open Source Libraries | /r/AudioAI | 2023-10-02

    PaddlePaddle/PaddleSpeech

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • NeMo

    NeMo: a framework for generative AI

    Project mention: [P] Making a TTS voice, HK-47 from Kotor using Tortoise (Ideally WaveRNN) | /r/MachineLearning | 2023-07-06

    I 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.

  • so-vits-svc-fork

    so-vits-svc fork with realtime support, improved interface and more features.

    Project mention: Zade - Çaresizim | /r/zfam | 2023-06-21

  • espnet

    End-to-End Speech Processing Toolkit

    Project mention: WhisperSpeech – An Open Source text-to-speech system built by inverting Whisper | news.ycombinator.com | 2024-01-17

    You 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

  • EmotiVoice

    EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine

    Project mention: FLaNK Stack Weekly 12 February 2024 | dev.to | 2024-02-12

  • vits

    VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

    Project mention: [D] TTS systems to download & run offline | /r/MachineLearning | 2023-05-14

    And the voice encapsulation system VITS https://github.com/jaywalnut310/vits

  • 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.

  • DiffSinger

    DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code

  • 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.

    Project mention: FLaNK Stack Weekly 11 Dec 2023 | dev.to | 2023-12-11

  • 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)

    Project mention: Ask HN: On-Device Text to Speech | news.ycombinator.com | 2023-08-31

    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.

  • edge-tts

    Use Microsoft Edge's online text-to-speech service from Python WITHOUT needing Microsoft Edge or Windows or an API key

    Project mention: [discussion] text to voice generation for textbooks (non-math part) | /r/MachineLearning | 2023-12-01

    i 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.

  • tacotron

    A TensorFlow implementation of Google's Tacotron speech synthesis with pre-trained model (unofficial)

  • lingvo

    Lingvo

  • Tacotron-2

    DeepMind's Tacotron-2 Tensorflow implementation

  • WaveRNN

    WaveRNN Vocoder + TTS

  • hifi-gan

    HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

  • kalliope

    Kalliope is a framework that will help you to create your own personal assistant.

  • naturalspeech2-pytorch

    Implementation of Natural Speech 2, Zero-shot Speech and Singing Synthesizer, in Pytorch

    Project mention: Latent Diffusion Models are Natural and Zero-Shot Speech and Singing Synthesizers | /r/singularity | 2023-04-19

  • SpeechT5

    Unified-Modal Speech-Text Pre-Training for Spoken Language Processing

    Project mention: [HELP] Speech2Speech translator with speaker voice preservation | /r/learnmachinelearning | 2023-05-20

    Hey! I’m doing a somewhat similar project but for TTS / voice cloning. This might not be too relevant for you but it might be one way to solve your problem. We based our project onSpeecht5 which is a multimodal setup that can take in audio or text and output audio or text. It uses speaker embeddings to handle multiple speakers, so you could use Metas S2ST to translate audio and this model to preserve the voice by doing audio to audio speech conversion. Here’s a hugging tutorial which mentions speech conversion with speecht5 https://huggingface.co/blog/speecht5

  • autovc

    AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss

  • NATSpeech

    A Non-Autoregressive Text-to-Speech (NAR-TTS) framework, including official PyTorch implementation of PortaSpeech (NeurIPS 2021) and DiffSpeech (AAAI 2022)

  • voicefixer

    General Speech Restoration

    Project mention: Linux Audio Noise suppression using deep filtering in Rust | news.ycombinator.com | 2023-06-06

  • diffwave

    DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

  • SaaSHub

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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). The latest post mention was on 2024-03-31.

Python speech-synthesis related posts

Index

What are some of the best open-source speech-synthesis projects in Python? This list will help you:

Project Stars
1 TTS 28,959
2 PaddleSpeech 10,069
3 NeMo 9,951
4 so-vits-svc-fork 8,287
5 espnet 7,852
6 EmotiVoice 6,234
7 vits 6,206
8 DiffSinger 4,085
9 Amphion 3,864
10 TensorFlowTTS 3,690
11 edge-tts 3,503
12 tacotron 2,919
13 lingvo 2,781
14 Tacotron-2 2,232
15 WaveRNN 2,086
16 hifi-gan 1,744
17 kalliope 1,694
18 naturalspeech2-pytorch 1,192
19 SpeechT5 1,007
20 autovc 948
21 NATSpeech 944
22 voicefixer 896
23 diffwave 720

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