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 2061–2070 of 3012 papers

Title	Date	Tasks	Status
StarGAN-VC+ASR: StarGAN-based Non-Parallel Voice Conversion Regularized by Automatic Speech Recognition	Aug 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Start-Before-End and End-to-End: Neural Speech Translation by AppTek and RWTH Aachen University	Jul 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Statistical Beamformer Exploiting Non-stationarity and Sparsity with Spatially Constrained ICA for Robust Speech Recognition	Jun 13, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Statistical Testing on ASR Performance via Blockwise Bootstrap	Dec 19, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
STC Speaker Recognition Systems for the VOiCES From a Distance Challenge	Apr 12, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
STC speaker recognition systems for the NIST SRE 2021	Nov 3, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
STOP: A dataset for Spoken Task Oriented Semantic Parsing	Jun 29, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Stream attention-based multi-array end-to-end speech recognition	Nov 12, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Streaming Attention-Based Models with Augmented Memory for End-to-End Speech Recognition	Nov 3, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Streaming Audio-Visual Speech Recognition with Alignment Regularization	Nov 3, 2022	Audio-Visual Speech RecognitionAutomatic Speech Recognition	—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