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 701–710 of 3012 papers

Title	Date	Tasks	Status
ASR Rescoring and Confidence Estimation with ELECTRA	Oct 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Confidence Score Based Conformer Speaker Adaptation for Speech Recognition	Jun 24, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Corpus and Phonetic Dictionary for Tunisian Arabic Speech Recognition	May 1, 2014	Arabic Speech RecognitionAutomatic Speech Recognition	—Unverified
Configurable Privacy-Preserving Automatic Speech Recognition	Apr 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Conformer-1: Robust ASR via Large-Scale Semisupervised Bootstrapping	Apr 10, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Conformer-based Hybrid ASR System for Switchboard Dataset	Nov 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Conformer-Based Speech Recognition On Extreme Edge-Computing Devices	Dec 16, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Causal Structure Discovery for Error Diagnostics of Children's ASR	May 31, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Highly Efficient Distributed Deep Learning System For Automatic Speech Recognition	Jul 10, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Causal Analysis of ASR Errors for Children: Quantifying the Impact of Physiological, Cognitive, and Extrinsic Factors	Feb 12, 2025	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