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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1911–1920 of 3012 papers

Title	Date	Tasks	Status
Security and Privacy Problems in Voice Assistant Applications: A Survey	Apr 19, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Seed-ASR: Understanding Diverse Speech and Contexts with LLM-based Speech Recognition	Jul 5, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Seewo's Submission to MLC-SLM: Lessons learned from Speech Reasoning Language Models	Jun 16, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Segment-Level Vectorized Beam Search Based on Partially Autoregressive Inference	Sep 26, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Self-Attention Aligner: A Latency-Control End-to-End Model for ASR Using Self-Attention Network and Chunk-Hopping	Feb 18, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Self-Attention Channel Combinator Frontend for End-to-End Multichannel Far-field Speech Recognition	Sep 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Self-critical Sequence Training for Automatic Speech Recognition	Apr 13, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Self-Normalized Importance Sampling for Neural Language Modeling	Nov 11, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Self-regularised Minimum Latency Training for Streaming Transformer-based Speech Recognition	Apr 24, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Self-Supervised Learning-Based Source Separation for Meeting Data	Apr 3, 2023	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