Automatic Speech Recognition (ASR)

Automatic Speech Recognition (ASR) involves converting spoken language into written text. It is designed to transcribe spoken words into text in real-time, allowing people to communicate with computers, mobile devices, and other technology using their voice. The goal of Automatic Speech Recognition is to accurately transcribe speech, taking into account variations in accent, pronunciation, and speaking style, as well as background noise and other factors that can affect speech quality.

Papers

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Showing 2971–2980 of 3012 papers

Title	Date	Tasks	Status
Channel-Aware Domain-Adaptive Generative Adversarial Network for Robust Speech Recognition	Sep 19, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Transcription free filler word detection with Neural semi-CRFs	Mar 11, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Rethinking Evaluation in ASR: Are Our Models Robust Enough?	Oct 22, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Vedavani: A Benchmark Corpus for ASR on Vedic Sanskrit Poetry	May 30, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
CAT: CRF-based ASR Toolkit	Nov 20, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Unsupervised Submodular Rank Aggregation on Score-based Permutations	Jul 4, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
The Far Side of Failure: Investigating the Impact of Speech Recognition Errors on Subsequent Dementia Classification	Nov 11, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Revealing and Protecting Labels in Distributed Training	Oct 31, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
ed-cec: improving rare word recognition using asr postprocessing based on error detection and context-aware error correction	Oct 8, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Revise, Reason, and Recognize: LLM-Based Emotion Recognition via Emotion-Specific Prompts and ASR Error Correction	Sep 23, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available

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All datasets LRS2 RealMAN Sagalee HUI speech corpus LRS3-TED M-AILabs speech dataset The Spoken Wikipedia Corpora Voxforge German VoxPopuli

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	TM-CTC	Test WER	10.1	—	Unverified
2	TM-seq2seq	Test WER	9.7	—	Unverified
3	CTC/attention	Test WER	8.2	—	Unverified
4	LF-MMI TDNN	Test WER	6.7	—	Unverified
5	Whisper-LLaMA	Test WER	6.6	—	Unverified
6	End2end Conformer	Test WER	3.9	—	Unverified
7	End2end Conformer	Test WER	3.7	—	Unverified
8	MoCo + wav2vec (w/o extLM)	Test WER	2.7	—	Unverified
9	CTC/Attention	Test WER	1.5	—	Unverified
10	Whisper	Test WER	1.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SpatialNet	CER	14.5	—	Unverified
2	CleanMel-L-mask	CER	14.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer	Test WER	15.32	—	Unverified
2	Whisper-largev3-finetuned	Test WER	10.82	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer	WER (%)	1.89	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DistillAV	WER	1.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer	WER (%)	4.28	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer	WER (%)	8.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer	WER (%)	3.36	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer (German)	WER (%)	8.98	—	Unverified