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 1771–1780 of 3012 papers

Title	Date	Tasks	Status
Unsupervised Domain Adaptation in Speech Recognition using Phonetic Features	Aug 4, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Dyn-ASR: Compact, Multilingual Speech Recognition via Spoken Language and Accent Identification	Aug 4, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving Distinction between ASR Errors and Speech Disfluencies with Feature Space Interpolation	Aug 4, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Blind and neural network-guided convolutional beamformer for joint denoising, dereverberation, and source separation	Aug 4, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Learning a Neural Diff for Speech Models	Aug 3, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Amortized Neural Networks for Low-Latency Speech Recognition	Aug 3, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Decoupling recognition and transcription in Mandarin ASR	Aug 2, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Automatic recognition of suprasegmentals in speech	Aug 2, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ZJU’s IWSLT 2021 Speech Translation System	Aug 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
BTS: Back TranScription for Speech-to-Text Post-Processor using Text-to-Speech-to-Text	Aug 1, 2021	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