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 2741–2750 of 3012 papers

Title	Date	Tasks	Status
Audio Adversarial Examples: Targeted Attacks on Speech-to-Text	Jan 5, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Did you hear that? Adversarial Examples Against Automatic Speech Recognition	Jan 2, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
New Baseline in Automatic Speech Recognition for Northern S\'ami	Jan 1, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Learning Robust Dialog Policies in Noisy Environments	Dec 11, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Building competitive direct acoustics-to-word models for English conversational speech recognition	Dec 8, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
An analysis of incorporating an external language model into a sequence-to-sequence model	Dec 6, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Exploiting Nontrivial Connectivity for Automatic Speech Recognition	Nov 28, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Unsupervised Adaptation with Domain Separation Networks for Robust Speech Recognition	Nov 21, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
E-PUR: An Energy-Efficient Processing Unit for Recurrent Neural Networks	Nov 20, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Speech recognition for medical conversations	Nov 20, 2017	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