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 2291–2300 of 3012 papers

Title	Date	Tasks	Status
Semi-supervised acoustic modelling for five-lingual code-switched ASR using automatically-segmented soap opera speech	Apr 8, 2020	Acoustic ModellingAction Detection	—Unverified
Homophone-based Label Smoothing in End-to-End Automatic Speech Recognition	Apr 7, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement	Mar 31, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Low Latency ASR for Simultaneous Speech Translation	Mar 22, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Training for Speech Recognition on Coprocessors	Mar 22, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model	Mar 17, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Deliberation Model Based Two-Pass End-to-End Speech Recognition	Mar 17, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ASR Error Correction and Domain Adaptation Using Machine Translation	Mar 13, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Hybrid Autoregressive Transducer (hat)	Mar 12, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving noise robust automatic speech recognition with single-channel time-domain enhancement network	Mar 9, 2020	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