silero-vad
mycroft-precise
silero-vad | mycroft-precise | |
---|---|---|
10 | 3 | |
2,866 | 797 | |
- | 1.4% | |
6.9 | 0.0 | |
10 days ago | 5 months ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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silero-vad
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New models and developer products announced at OpenAI DevDay
>How do you detect speech starting and stopping?
https://github.com/snakers4/silero-vad
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[Discussion] Video Translation Task
you could look into https://github.com/guillaumekln/faster-whisper especially the VAD section (Voice Activity Detector) using https://github.com/snakers4/silero-vad
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Using Whisper to transcribe the entire Forensic Files series
I also had the same synchronization issue, so I wrote a WebUI/CLI that uses Silero-VAD that first splits the audio whenever there a silent portion (or every 30 seconds), and I haven't experienced it since:
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Whisper - A new free AI model from OpenAI that can transcribe Japanese (and many other languages) at up to "human level" accuracy
By the way, I've updated the WebUI to now also support using Silero VAD to break up the audio into distinct sections, and run Whisper on each section and then combine them into one single transcript/SRT file.
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[P] A more detailed post about Silero VAD on The Gradient
The VAD is always available on Github
- Silero VAD: pre-trained enterprise-grade voice activity detector
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[P] Silero VAD: One voice detector to rule them all
I also pinned some interesting comments here regarding mobile and IOT usage here - https://github.com/snakers4/silero-vad/issues/37
- One voice detector to rule them all
mycroft-precise
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Mycroft – open-source voice assistant
> It reliably responds to the wakeword ("hey Mycroft") from men, and only responds about 50% of the time to women.
They have instructions on how to train your own version of the wakeword listener.
https://github.com/MycroftAI/mycroft-precise#train-your-own-...
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I'm working on a bot and could use your help!
The most important part of Astra is detecting when someone is speaking to her. This is done using a RNN (recurrent neural network) which is implemented by Mycroft's Precise. In order to use this, we need to collect voice data (from many people) of them saying Astra, potentially multiple times, and train a model using it. That's where you come in.
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Is there a general purpose teachable "tone detection" sensor?
I've never tried it, but theoretically a wake word system like Mycroft Precise or Raven might not care too much whether your "wake word" is a jingle?
What are some alternatives?
whisper - Robust Speech Recognition via Large-Scale Weak Supervision
Porcupine - On-device wake word detection powered by deep learning
cheetah - On-device streaming speech-to-text engine powered by deep learning
react-native-spokestack - Spokestack: give your React Native app a voice interface!
kaldi-active-grammar - Python Kaldi speech recognition with grammars that can be set active/inactive dynamically at decode-time
GassistPi - Google Assistant for Single Board Computers
pico-wake-word - MicroSpeech Wake Word example on the Raspberry Pi Pico. This is a port of the example on the TensorFlow repository.
mr-robot - A multi-utility discord bot. Playback hilarious voice tracks on-demand, wiki for anything, turn on/off IoT enabled devices, and more!
spokestack-python - Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application with a focus on embedded systems.
hollow-knight-voice-commands - A fun little python tool to play Hollow Knight with only voice commands
rhasspy-wake-raven - Wake word detection engine based on Snips Personal Wakeword Detector