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README.md
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- en
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tags:
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- Voice
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---
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### Model Description
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Model utilizes Wav2vec2 architecture trained on the Superb dataset for keyword spotting task and was fine
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tuned to identify dental dental click utterance (https://en.wikipedia.org/wiki/Dental_click) in speech.
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Model was trained for 10 epochs on a limited quantity of speech (~1.5 hours) and with only one speaker.
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Thus the model
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training data.
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Model was evaluated for accuracy on a hold out test set of 20% of the available data and scored 97%.
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- en
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tags:
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- Voice
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datasets:
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- JBJoyce/DENTAL_CLICK
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metrics:
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- accuracy
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---
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### Model Description
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Model utilizes Wav2vec2 architecture trained on the Superb dataset for keyword spotting task and was fine
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tuned to identify dental dental click utterance (https://en.wikipedia.org/wiki/Dental_click) in speech.
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Model was trained for 10 epochs on a limited quantity of speech (~1.5 hours) and with only one speaker.
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Thus the model should not be assumed to hold generalizability to other speakers or languages without further
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training data or rigorous testing.
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Model was evaluated for accuracy on a hold out test set of 20% of the available data and scored 97%.
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