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 1851–1860 of 3012 papers

Title	Date	Tasks	Status
Residual Energy-Based Models for End-to-End Speech Recognition	Mar 25, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Residual Language Model for End-to-end Speech Recognition	Jun 15, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Resolving Transcription Ambiguity in Spanish: A Hybrid Acoustic-Lexical System for Punctuation Restoration	Feb 5, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Resource aware design of a deep convolutional-recurrent neural network for speech recognition through audio-visual sensor fusion	Mar 13, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Resource-Efficient Adaptation of Speech Foundation Models for Multi-Speaker ASR	Sep 2, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Resource-Efficient Transfer Learning From Speech Foundation Model Using Hierarchical Feature Fusion	Nov 4, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding	Jun 29, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Rethinking Processing Distortions: Disentangling the Impact of Speech Enhancement Errors on Speech Recognition Performance	Apr 23, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Retrieval Augmented Correction of Named Entity Speech Recognition Errors	Sep 9, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction	Apr 30, 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