Whisper Distillation

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https://github.com/huggingface/distil-whisper

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Robust knowledge distillation of the Whisper model via large-scale pseudo-labelling.

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sanchit-gandhi authored a paper about 1 month ago

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sanchit-gandhi authored a paper about 1 month ago

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distil-whisper/distil-large-v3:add AIBOM

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distil-whisper 's collections 6

distil-large-v3.5

This collection contains the model repositories for distil-large-v3.5, which provides support for the most popular Whisper libraries.

distil-whisper/distil-large-v3.5

Automatic Speech Recognition • 0.8B • Updated Mar 25 • 7.09k • 57
distil-whisper/distil-large-v3.5-ct2

Automatic Speech Recognition • Updated Mar 19 • 348 • 4
distil-whisper/distil-large-v3.5-openai

Automatic Speech Recognition • Updated Mar 19
distil-whisper/distil-large-v3.5-ggml

Automatic Speech Recognition • Updated Mar 19 • 5

Training Datasets

A collection of pseudo-labelled datasets used to train the Distil-Whisper model.

distil-whisper/ami-ihm

Preview • Updated Sep 25, 2023 • 40
distil-whisper/ami-sdm

Updated Sep 25, 2023 • 13 • 1
distil-whisper/common_voice_13_0

Updated Sep 25, 2023 • 17 • 1
distil-whisper/gigaspeech-l

Updated Sep 25, 2023 • 20 • 1

Short-Form Test Sets

A collection of short-form (samples < 30s) datasets used to evaluate the Distil-Whisper models.

distil-whisper/earnings22

Viewer • Updated Oct 13, 2023 • 57.5k • 1.33k • 10
google/fleurs

Updated Aug 25, 2024 • 35.3k • 324
kensho/spgispeech

Updated Oct 21, 2022 • 2.91k • 31

distil-large-v3

This collection contains the model repositories for distil-large-v3, which provides support for the most popular Whisper libraries.

distil-whisper/distil-large-v3

Automatic Speech Recognition • 0.8B • Updated Mar 6 • 1.07M • 333
distil-whisper/distil-large-v3-ggml

Automatic Speech Recognition • Updated Mar 21, 2024 • 21
distil-whisper/distil-large-v3-ct2

Automatic Speech Recognition • Updated Mar 22, 2024 • 15 • 6
distil-whisper/distil-large-v3-openai

Automatic Speech Recognition • Updated Mar 27, 2024 • 4

Distil-Whisper Models

The first version of the Distil-Whisper models released with the Distil-Whisper paper.

Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling

Paper • 2311.00430 • Published Nov 1, 2023 • 58
distil-whisper/distil-large-v2

Automatic Speech Recognition • 0.8B • Updated Mar 6 • 13.7k • 512
distil-whisper/distil-medium.en

Automatic Speech Recognition • 0.4B • Updated Mar 25, 2024 • 37.6k • 124
distil-whisper/distil-small.en

Automatic Speech Recognition • 0.2B • Updated Mar 25, 2024 • 20.5k • 109

Long-Form Test Sets

A collection of long-form (samples > 30s) datasets used to evaluate the Distil-Whisper models.

distil-whisper/earnings21

Viewer • Updated Oct 13, 2023 • 44 • 26 • 2
distil-whisper/earnings22

Viewer • Updated Oct 13, 2023 • 57.5k • 1.33k • 10
distil-whisper/meanwhile

Viewer • Updated Oct 17, 2023 • 64 • 3.27k
distil-whisper/rev16

Viewer • Updated Oct 17, 2023 • 46 • 47