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 1831–1840 of 3012 papers

Title	Date	Tasks	Status
Recurrent Neural Network Training with Dark Knowledge Transfer	May 18, 2015	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
RED-ACE: Robust Error Detection for ASR using Confidence Embeddings	Jan 16, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Reducing Exposure Bias in Training Recurrent Neural Network Transducers	Aug 24, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation	Jul 16, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Reducing language context confusion for end-to-end code-switching automatic speech recognition	Jan 28, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Reducing Spelling Inconsistencies in Code-Switching ASR using Contextualized CTC Loss	May 16, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Reexamining Racial Disparities in Automatic Speech Recognition Performance: The Role of Confounding by Provenance	Jul 19, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Refining Automatic Speech Recognition System for older adults	Nov 17, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Regularizing Learnable Feature Extraction for Automatic Speech Recognition	Jun 11, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Reinforcement Learning Based Speech Enhancement for Robust Speech Recognition	Nov 10, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified

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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