common-voice-android
NeMo
common-voice-android | NeMo | |
---|---|---|
26 | 29 | |
107 | 10,128 | |
- | 3.1% | |
2.9 | 9.8 | |
12 months ago | 3 days ago | |
Kotlin | Python | |
GNU General Public License v3.0 only | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
common-voice-android
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Common Voice
I'd like to give a shout-out to Common Voice Android: https://github.com/Sav22999/common-voice-android
It's a handy app for those interested in contributing to the project. You can record voices for the languages you speak and validate other user contributions. I used to be a frequent contributor about two years ago, and this app had a much more user-friendly design compared to the official website version.
Additionally, check out the official Common Voice Matrix channel: https://chat.mozilla.org/#/room/#common-voice:mozilla.org
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⟳ 4 apps added, 85 updated at f-droid.org
Donate your voice: CV Project (version 2.4): This app permits you to contribute to Common Voice from your smartphone.
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Mozilla Common Voice Adds 16 New Languages and 4,600 New Hours of Speech
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/
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The Mozilla Common Voice project is building a free language database (Lithuanian too!) for machine learning to enable independent language technology. The final spurt for the next release of the data set is until July 20th.
the Common Voice Data is licenced under CC0. Having code licences used for datasets is less than ideal. Most Mozilla code is licensed under the MPL afaik. Here is a unofficial Common Voice android app you could contribute to (it's under the GPLv3) https://github.com/Sav22999/common-voice-android
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Foss alternative to vocal assistant to call contacts while driving.
You can use this app to contribute.
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Donate your voice to an open-source project by Mozilla
I want to show you the Common Voice Project, a project of Mozilla Foundation (Mozilla build Firefox, Thunderbird, MDN, etc.). This project powers mycroft.ai (a privacy focussed alternative to Google Home) The project name is Common Voice; its goal is to collect voices of people to create a free and open-source dataset, which you could use for various topics, like educational, AI, etc. and currently just "Big tech" have projects like this and they required many money to use their datasets. In addition, "Big tech" develop their datasets and language models just for the most spoken languages. Mozilla, instead, wants to collect ALL languages (you can add your language also if it's a less spoken one): because Mozilla doesn't get anything (any earnings!) from this project. This is the project's website (but wait, continue to read this post, :)): https://commonvoice.mozilla.org Helping this project is very simple, you are asked to record sentences that are shown to you or you can validate recordings from other people. All your information and data are protected, in fact you can contribute anonymously (without creating a profile). u/sav22999 is maintaining the Android app "CV Project" to make it easier for people using smartphones to contribute to this dataset . The app is free and open-source, available on all major Android app stores (Google Play, F-Droid, GitHub, Huawei AppGallery and Amazon AppStore). You can download it here: https://play.google.com/store/apps/details?id=org.commonvoice.saverio the code of the app is here: https://github.com/Sav22999/common-voice-android/ -- Why am I promoting this project? I'm not paid by Mozilla, I didn't earn anything, I do this as volunteering. You can find more information the developer of the android app here. He is a volunteer of the Italian Mozilla community: https://people.mozilla.org/p/Sav22999 You can also come join is in the subreddit for this project r/cvp
I want to show you the Common Voice Project, a project of Mozilla Foundation (Mozilla build Firefox, Thunderbird, MDN, etc.). This project powers mycroft.ai (a privacy focussed alternative to Google Home) The project name is Common Voice; its goal is to collect voices of people to create a free and open-source dataset, which you could use for various topics, like educational, AI, etc. and currently just "Big tech" have projects like this and they required many money to use their datasets. In addition, "Big tech" develop their datasets and language models just for the most spoken languages. Mozilla, instead, wants to collect ALL languages (you can add your language also if it's a less spoken one): because Mozilla doesn't get anything (any earnings!) from this project. This is the project's website (but wait, continue to read this post, :)): https://commonvoice.mozilla.org Helping this project is very simple, you are asked to record sentences that are shown to you or you can validate recordings from other people. All your information and data are protected, in fact you can contribute anonymously (without creating a profile). u/sav22999 is maintaining the Android app "CV Project" to make it easier for people using smartphones to contribute to this dataset . The app is free and open-source, available on all major Android app stores (Google Play, F-Droid, GitHub, Huawei AppGallery and Amazon AppStore). You can download it here: https://play.google.com/store/apps/details?id=org.commonvoice.saverio the code of the app is here: https://github.com/Sav22999/common-voice-android/ -- Why am I promoting this project? I'm not paid by Mozilla, I didn't earn anything, I do this as volunteering. You can find more information the developer of the android app here. He is a volunteer of the Italian Mozilla community: https://people.mozilla.org/p/Sav22999 You can also come join is in the subreddit for this project r/cvp
I want to show you the Common Voice Project, a project of Mozilla Foundation (Mozilla build Firefox, Thunderbird, MDN, etc.). This project powers mycroft.ai (a privacy focussed alternative to Google Home) The project name is Common Voice; its goal is to collect voices of people to create a free and open-source dataset, which you could use for various topics, like educational, AI, etc. and currently just "Big tech" have projects like this and they required many money to use their datasets. In addition, "Big tech" develop their datasets and language models just for the most spoken languages. Mozilla, instead, wants to collect ALL languages (you can add your language also if it's a less spoken one): because Mozilla doesn't get anything (any earnings!) from this project. This is the project's website (but wait, continue to read this post, :)): https://commonvoice.mozilla.org Helping this project is very simple, you are asked to record sentences that are shown to you or you can validate recordings from other people. All your information and data are protected, in fact you can contribute anonymously (without creating a profile). u/sav22999 is maintaining the Android app "CV Project" to make it easier for people using smartphones to contribute to this dataset . The app is free and open-source, available on all major Android app stores (Google Play, F-Droid, GitHub, Huawei AppGallery and Amazon AppStore). You can download it here: https://play.google.com/store/apps/details?id=org.commonvoice.saverio the code of the app is here: https://github.com/Sav22999/common-voice-android/ -- Why am I promoting this project? I'm not paid by Mozilla, I didn't earn anything, I do this as volunteering. . You can find more information the developer of the android app here. He is a volunteer of the Italian Mozilla community: https://people.mozilla.org/p/Sav22999 You can also come join is in the subreddit for this project r/cvp
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Common Voice is Mozilla's initiative to help teach machines how real people speak
I've been contributing it for a month, its really nice. Here's the app, https://github.com/Sav22999/common-voice-android
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Lahjoita äänesi Mozillan avoimen lähdekoodin projektiin
sovelluksen koodi on täällä: https://github.com/Sav22999/common-voice-android/
NeMo
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[P] Making a TTS voice, HK-47 from Kotor using Tortoise (Ideally WaveRNN)
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.
- [N] Huggingface/nvidia release open source GPT-2B trained on 1.1T tokens
- [D] What is the best open source text to speech model?
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[D] JAX vs PyTorch in 2023
Nowadays... bigger repos like https://github.com/NVIDIA/NeMo are all pytorch, lots of work also published by Meta and Microsoft is all torch. I check new work on GitHub all the time and I haven't seen a Tensorflow repo in years except one.
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[D] What's stopping you from working on speech and voice?
- https://github.com/NVIDIA/NeMo
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Can I use PyTorch to build a fast capitalization recoverer?
Can’t you use the NeMo model and just strip the punctuation from the output again if you don’t want it? You can also fine tune the the model with capitalization only if you look at the examples https://github.com/NVIDIA/NeMo/blob/stable/tutorials/nlp/Punctuation_and_Capitalization.ipynb The capitalization and punctuation are annotated separately (U indicates that the word should be upper cased, and O - no capitalization ). The model seems to be a token level classifier not seq to seq so there should also be a way to get just the capitalization part but you would have to look into the model as it’s not shown in the examples.
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I made a free transcription service powered by Whisper AI
I think there's been talk to do speaker diarization with whisper-asr-webservice[0] which is also written in python and should be able to make use of goodies such as pyannote-audio, py-webrtcvad, etc.
Whisper is great but at the point we get to kludging various things together it starts to make more sense to use something like Nvidia NeMo[1] which was built with all of this in mind and more
[0] - https://github.com/ahmetoner/whisper-asr-webservice
[1] - https://github.com/NVIDIA/NeMo
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Mozilla Common Voice - Korean Language is live - Help Build a Korean Corpus for Training AI/Navi/etc
[커먼보이스 전자우편](mailto:[email protected]) || Common Voice || Korean Language Homepage || FAQs || Speaking Aloud and Reviewing Recordings || Sentence Collector || NVidia/NeMo
- Whisper – open source speech recognition by OpenAI
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Using Edge Biometrics For Better AI Security System Development
The final security grain was added with speech-to-text anti-spoofing built on QuartzNet from the Nemo framework. This model provides a decent quality user experience and is suitable for real-time scenarios. To measure how close what the person says to what the system expects, requires calculation of the Levenshtein distance between them.
What are some alternatives?
TTS - 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
pyannote-audio - Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
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.
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.
whisper - Robust Speech Recognition via Large-Scale Weak Supervision
common-voice - Common Voice is part of Mozilla's initiative to help teach machines how real people speak.
espnet - End-to-End Speech Processing Toolkit
APK-Explorer-Editor - Source code of APK Explorer & Editor (AEE), an open-source tool to explore the contents of an installed APK!
Real-Time-Voice-Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time
STT - 🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.