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.

Recent Activity

Steveeeeeeen new activity about 1 month ago

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

Xenova authored a paper 3 months ago

SmolVLM: Redefining small and efficient multimodal models

reach-vb authored a paper 3 months ago

SmolVLM: Redefining small and efficient multimodal models

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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 • 30.6k • 48
distil-whisper/distil-large-v3.5-ct2

Automatic Speech Recognition • Updated Mar 19 • 351 • 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 • 4

Training Datasets

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

distil-whisper/ami-ihm

Preview • Updated Sep 25, 2023 • 297
distil-whisper/ami-sdm

Updated Sep 25, 2023 • 20 • 1
distil-whisper/common_voice_13_0

Updated Sep 25, 2023 • 50 • 1
distil-whisper/gigaspeech-l

Updated Sep 25, 2023 • 16 • 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 • 935 • 6
google/fleurs

Updated Aug 25, 2024 • 23.1k • 309
kensho/spgispeech

Updated Oct 21, 2022 • 795 • 28

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 • 122k • 327
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 • 36 • 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 • 10.8k • 510
distil-whisper/distil-medium.en

Automatic Speech Recognition • 0.4B • Updated Mar 25, 2024 • 75.8k • 123
distil-whisper/distil-small.en

Automatic Speech Recognition • 0.2B • Updated Mar 25, 2024 • 21.5k • 107

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 • 49 • 2
distil-whisper/earnings22

Viewer • Updated Oct 13, 2023 • 57.5k • 935 • 6
distil-whisper/meanwhile

Viewer • Updated Oct 17, 2023 • 64 • 2.32k
distil-whisper/rev16

Viewer • Updated Oct 17, 2023 • 46 • 80