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 1791–1800 of 3012 papers

Title	Date	Tasks	Status
Universal-2-TF: Robust All-Neural Text Formatting for ASR	Jan 10, 2025	AllAutomatic Speech Recognition	—Unverified
Universal Adversarial Perturbations for Speech Recognition Systems	May 9, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Dual-mode ASR: Unify and Improve Streaming ASR with Full-context Modeling	Oct 12, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions	Oct 4, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Unmanned Aerial Vehicle Control Through Domain-based Automatic Speech Recognition	Sep 9, 2020	Action RecognitionAutomatic Speech Recognition	—Unverified
Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition	Aug 28, 2023	Active LearningAutomatic Speech Recognition	—Unverified
Unsupervised Adaptation with Domain Separation Networks for Robust Speech Recognition	Nov 21, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Unsupervised Adaptation with Interpretable Disentangled Representations for Distant Conversational Speech Recognition	Jun 13, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR	Jun 27, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Unsupervised ASR via Cross-Lingual Pseudo-Labeling	May 19, 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