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 2041–2050 of 3012 papers

Title	Date	Tasks	Status
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training	Nov 26, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Bootstrap an end-to-end ASR system by multilingual training, transfer learning, text-to-text mapping and synthetic audio	Nov 25, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Adam^+: A Stochastic Method with Adaptive Variance Reduction	Nov 24, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multi-task Language Modeling for Improving Speech Recognition of Rare Words	Nov 23, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Using Synthetic Audio to Improve The Recognition of Out-Of-Vocabulary Words in End-To-End ASR Systems	Nov 23, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving RNN-T ASR Accuracy Using Context Audio	Nov 20, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
WPD++: An Improved Neural Beamformer for Simultaneous Speech Separation and Dereverberation	Nov 18, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Cascade RNN-Transducer: Syllable Based Streaming On-device Mandarin Speech Recognition with a Syllable-to-Character Converter	Nov 17, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Refining Automatic Speech Recognition System for older adults	Nov 17, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Audio-visual Multi-channel Integration and Recognition of Overlapped Speech	Nov 16, 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