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Whisper (speech recognition system)

Wikipedia

Whisper is a machine learning model for speech recognition and transcription, created by OpenAI and first released as open-source software in September 2022. It is capable of transcribing speech in English and multiple other languages, and can translate several non-English languages into English. Whisper is a weakly-supervised deep learning acoustic model, made using an encoder-decoder transformer architecture. OpenAI claims that the combination of different training data and post-training filtering used in its development has led to improved recognition of accents, background noise, and jargon compared to previous approaches. While the model does not outperform larger, more specialized models and still experiences AI hallucination, it has been shown to be useful for general sound recognition and has many applications across different industries.

Explore deeper

Original author(s) OpenAI

Initial release September 21, 2022

Repository [github.com/openai/whisper]

Written in Python

License MIT License

Instance of item, Q29642950, 29642950

Instance of item, Q7397, 7397

Instance of item, Q115215420, 115215420

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whisper speech recognition system — Scripts Search Results on TateSearch

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