Mozilla Common Voice Adds 16 New Languages and 4,600 New Hours of Speech

1. DeepSpeech

   1 70 26,453 0.0 C++

   Discontinued DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

   

   Mozilla announced Deep Speech[1] around the same time as Common Voice.

   Mozilla Deep Speech is an open source speech recognition engine, based upon Baidu's Deep Speech research paper.

   Unsurprisingly, Deep Speech requires a corpus such as... Common Voice.

   [1] https://github.com/mozilla/DeepSpeech

   [2] Baidu Deep Speech

2. Stream

   getstream.io featured

   Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.

   

3. flashlight

   2 16 5,390 7.5 C++

   A C++ standalone library for machine learning (by flashlight)

   

   I've had good results with https://github.com/flashlight/flashlight/blob/master/flashli.... Seems to work well with spoken english in a variety of accents. Biggest limitation is that the architecture they have pretrained models for doesn't really work well with clips longer than ~15 seconds, so you have to segment your input files.

4. PaddleSpeech

   3 6 12,036 9.1 Python

   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.

   

   Ah, damn. Didn't realise.

   It also looks like Baidu are now developing their Deep Speech as open source? https://github.com/PaddlePaddle/DeepSpeech

5. STT

   4 12 2,443 0.6 C++

   🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.

   

6. common-voice-android

   5 26 108 2.9 Kotlin

   Repository of "CV Project" app. It's an unofficial app for Mozilla Common Voice, which permits you to contribute to this project via your device.

   

   The app is entirely open source and available on F-Droid:

   https://github.com/Sav22999/common-voice-android

   https://f-droid.org/packages/org.commonvoice.saverio/

7. DNS-Challenge

   6 2 1,242 3.1 Python

   This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.

   

   Is anyone aware of classification (e.g. word prediction) datasets for low-resource and endangered languages?

   If so, we would like to use it for the HEAR NeurIPS competition: https://github.com/microsoft/DNS-Challenge/tree/master/datas...

   The challenge is restricted only to classification tasks, and sequence modeling like full ASR is unfortunately beyond the scope of the competition.

8. TTS

   7 63 9,819 0.0 Jupyter Notebook

   :robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts) (by mozilla)

   

   This may be off-topic but: What's the relationship between Coqui (an OSS TTS startup) https://coqui.ai/about and Mozilla? I recall that the project at one point was called mozilla/TTS (https://github.com/mozilla/TTS/) and now I see that has a fork in the startup's own repo (https://github.com/coqui-ai/TTS). Presumably Common Voice is used to train mozilla/TTS and other OSS TTS solutions?

9. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

10. TTS

    8 242 41,105 8.1 Python

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

    

    This may be off-topic but: What's the relationship between Coqui (an OSS TTS startup) https://coqui.ai/about and Mozilla? I recall that the project at one point was called mozilla/TTS (https://github.com/mozilla/TTS/) and now I see that has a fork in the startup's own repo (https://github.com/coqui-ai/TTS). Presumably Common Voice is used to train mozilla/TTS and other OSS TTS solutions?

11. NeMo

    9 30 15,006 9.9 Python

    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)

    

    https://github.com/NVIDIA/NeMo which is open source, Pytorch based and regularly publishes new models and checkpoints.

12. edgedict

    10 1 293 0.0 Python

    Working online speech recognition based on RNN Transducer. ( Trained model release available in release )

    

    I created edgedict[0] a year ago part of my side projects. At that time this is the only open source STT with streaming capabilities. If anyone is interested the pretrained weights for english and chinese is available.

    [0] https://github.com/theblackcat102/edgedict

13. common-voice

    11 67 3,380 10.0 TypeScript

    Common Voice is part of Mozilla's initiative to help teach machines how real people speak.

    

    You arguably have something of substance to add - you can help improve the datasets by speaking or validating phrases in the project's website

    https://commonvoice.mozilla.org/

    There are many languages available to pick from.

14. vakyansh-models

    12 2 303 0.0

    Open source speech to text models for Indic Languages

    

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