Speaker-Identification/You-Only-Speak-Once
Deep Learning - one shot learning for speaker recognition using Filter Banks
This project helps create voice authentication systems for devices that only receive audio. It takes a short audio sample from a speaker and can then recognize that speaker from subsequent audio, even if they've only 'spoken once' to the system. This is useful for anyone building or managing security for smart devices like virtual assistants.
171 stars. No commits in the last 6 months.
Use this if you need a voice authentication system for a device that relies solely on audio input, where high security against imposters is critical.
Not ideal if your system allows visual authentication (like Face ID) or if you require extremely high positive accuracy for user identification rather than prioritizing the prevention of false positives.
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171
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41
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Jupyter Notebook
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Last pushed
Jun 23, 2024
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Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/voice-ai/Speaker-Identification/You-Only-Speak-Once"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
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