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Title: GitHub - efeslab/LiteASR: [EMNLP Main '25] LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation · GitHub

Open Graph Title: GitHub - efeslab/LiteASR: [EMNLP Main '25] LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation

X Title: GitHub - efeslab/LiteASR: [EMNLP Main '25] LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation

Description: [EMNLP Main '25] LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation - efeslab/LiteASR

Open Graph Description: [EMNLP Main '25] LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation - efeslab/LiteASR

X Description: [EMNLP Main '25] LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation - efeslab/LiteASR

Opengraph URL: https://github.com/efeslab/LiteASR

X: @github

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Domain: github.com

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Links:

Skip to content	https://github.com/efeslab/LiteASR#start-of-content
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CopilotAI coding agent for tasks, projects, and automated work	https://github.com/features/copilot
ActionsCI/CD and automation	https://github.com/features/actions
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Build with Copilot	https://github.com/features/ai
Customize Copilot	https://docs.github.com/en/copilot/how-tos/copilot-on-github/customize-copilot/customize-copilot-overview
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Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fefeslab%2FLiteASR
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=efeslab%2FLiteASR
Reload	https://github.com/efeslab/LiteASR
Reload	https://github.com/efeslab/LiteASR
Reload	https://github.com/efeslab/LiteASR
efeslab	https://github.com/efeslab
LiteASR	https://github.com/efeslab/LiteASR
Code	https://github.com/efeslab/LiteASR
Issues5 (5)	https://github.com/efeslab/LiteASR/issues
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	https://github.com/efeslab/LiteASR
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arxiv.org/abs/2502.20583	https://arxiv.org/abs/2502.20583
asr	https://github.com/topics/asr
speech	https://github.com/topics/speech
speech-recognition	https://github.com/topics/speech-recognition
speech-to-text	https://github.com/topics/speech-to-text
whisper	https://github.com/topics/whisper
Readme	https://github.com/efeslab/LiteASR#readme-ov-file
Apache-2.0 license	https://github.com/efeslab/LiteASR#Apache-2.0-1-ov-file
Activity	https://github.com/efeslab/LiteASR/activity
Custom properties	https://github.com/efeslab/LiteASR/custom-properties
5 forks	https://github.com/efeslab/LiteASR/forks
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README.md	https://github.com/efeslab/LiteASR/blob/main/README.md
README.md	https://github.com/efeslab/LiteASR/blob/main/README.md
requirements.txt	https://github.com/efeslab/LiteASR/blob/main/requirements.txt
requirements.txt	https://github.com/efeslab/LiteASR/blob/main/requirements.txt
README	https://github.com/efeslab/LiteASR
Apache-2.0 license	https://github.com/efeslab/LiteASR
	https://github.com/efeslab/LiteASR#liteasr-efficient-automatic-speech-recognition-with-low-rank-approximation
	https://arxiv.org/abs/2502.20583
	https://huggingface.co/efficient-speech/lite-whisper-large-v3-turbo
	https://huggingface.co/efficient-speech/lite-whisper-large-v3
preprint	https://arxiv.org/abs/2502.20583
	https://github.com/efeslab/LiteASR/blob/main/assets/pareto.png
	https://github.com/efeslab/LiteASR#abstract
	https://github.com/efeslab/LiteASR#quick-start
here	https://huggingface.co/efficient-speech
src/	https://github.com/efeslab/LiteASR/blob/main/src
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	https://github.com/efeslab/LiteASR#compression
src/compress.py	https://github.com/efeslab/LiteASR/blob/main/src/compile.py
	https://github.com/efeslab/LiteASR#motivations-and-methodology
Whisper-Turbo	https://huggingface.co/openai/whisper-large-v3-turbo
Distill-Whisper	https://huggingface.co/distil-whisper/distil-large-v3
batching efficiency	https://le.qun.ch/en/blog/2023/05/13/transformer-batching/
	https://github.com/efeslab/LiteASR/blob/main/assets/latency_breakdown.png
streaming applications	https://github.com/ufal/whisper_streaming
paper	https://arxiv.org/abs/2502.20583
	https://github.com/efeslab/LiteASR/blob/main/assets/idea.png
	https://github.com/efeslab/LiteASR#benchmark-results
ESB datasets	https://huggingface.co/datasets/hf-audio/esb-datasets-test-only-sorted
whisper-large-v3	https://huggingface.co/openai/whisper-large-v3
lite-whisper-large-v3-acc	https://huggingface.co/efficient-speech/lite-whisper-large-v3-acc
lite-whisper-large-v3	https://huggingface.co/efficient-speech/lite-whisper-large-v3
lite-whisper-large-v3-fast	https://huggingface.co/efficient-speech/lite-whisper-large-v3-fast
whisper-large-v3-turbo	https://huggingface.co/openai/whisper-large-v3-turbo
lite-whisper-large-v3-turbo-acc	https://huggingface.co/efficient-speech/lite-whisper-large-v3-turbo-acc
lite-whisper-large-v3-turbo	https://huggingface.co/efficient-speech/lite-whisper-large-v3-turbo
lite-whisper-large-v3-turbo-fast	https://huggingface.co/efficient-speech/lite-whisper-large-v3-turbo-fast
whisper-medium	https://huggingface.co/openai/whisper-medium
our paper	https://arxiv.org/abs/2502.20583
	https://github.com/efeslab/LiteASR#acknowledgement
OpenAI Whisper	https://github.com/openai/whisper
MLX Whisper	https://github.com/ml-explore/mlx-examples/tree/main/whisper
ASR Leaderboard	https://github.com/huggingface/open_asr_leaderboard
	https://github.com/efeslab/LiteASR#citation
arxiv.org/abs/2502.20583	https://arxiv.org/abs/2502.20583
asr	https://github.com/topics/asr
speech	https://github.com/topics/speech
speech-recognition	https://github.com/topics/speech-recognition
speech-to-text	https://github.com/topics/speech-to-text
whisper	https://github.com/topics/whisper
Readme	https://github.com/efeslab/LiteASR#readme-ov-file
Apache-2.0 license	https://github.com/efeslab/LiteASR#Apache-2.0-1-ov-file
Activity	https://github.com/efeslab/LiteASR/activity
Custom properties	https://github.com/efeslab/LiteASR/custom-properties
5 forks	https://github.com/efeslab/LiteASR/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fefeslab%2FLiteASR&report=efeslab+%28user%29
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Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
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