DNS-Challenge
edgedict
| DNS-Challenge | edgedict | |
|---|---|---|
| 2 | 1 | |
| 973 | 281 | |
| 2.0% | - | |
| 4.4 | 0.0 | |
| about 1 month ago | over 2 years ago | |
| Python | Python | |
| Creative Commons Attribution 4.0 | GNU General Public License v3.0 or later |
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DNS-Challenge
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Mozilla Common Voice Adds 16 New Languages and 4,600 New Hours of Speech
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.
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How to clone while skipping some of the directories?
Repository
edgedict
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Mozilla Common Voice Adds 16 New Languages and 4,600 New Hours of Speech
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
What are some alternatives?
flashlight - A C++ standalone library for machine learning
DeepSpeech - 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.
allosaurus - Allosaurus is a pretrained universal phone recognizer for more than 2000 languages
STT - 🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.
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.
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)
vakyansh-models - Open source speech to text models for Indic Languages
common-voice-android - 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.