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 1081–1090 of 3012 papers

Title	Date	Tasks	Status
Accent-Robust Automatic Speech Recognition Using Supervised and Unsupervised Wav2vec Embeddings	Oct 7, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors	May 16, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Towards interfacing large language models with ASR systems using confidence measures and prompting	Jul 31, 2024	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
ASR Rescoring and Confidence Estimation with ELECTRA	Oct 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Conditioning Sequence-to-sequence Networks with Learned Activations	Sep 29, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ASR is all you need: cross-modal distillation for lip reading	Nov 28, 2019	AllAutomatic Speech Recognition	—Unverified
A Hierarchical Reasoning Graph Neural Network for The Automatic Scoring of Answer Transcriptions in Video Job Interviews	Dec 22, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Concept-Based Embeddings for Natural Language Processing	Jul 15, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ASR in German: A Detailed Error Analysis	Apr 12, 2022	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