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 1601–1610 of 3012 papers

Title	Date	Tasks	Status
CTC Variations Through New WFST Topologies	Oct 6, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Spell my name: keyword boosted speech recognition	Oct 6, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Is Attention always needed? A Case Study on Language Identification from Speech	Oct 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
BERT Attends the Conversation: Improving Low-Resource Conversational ASR	Oct 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition	Oct 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ASR Rescoring and Confidence Estimation with ELECTRA	Oct 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Towards efficient end-to-end speech recognition with biologically-inspired neural networks	Oct 4, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Exploiting Pre-Trained ASR Models for Alzheimer's Disease Recognition Through Spontaneous Speech	Oct 4, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Building a Noisy Audio Dataset to Evaluate Machine Learning Approaches for Automatic Speech Recognition Systems	Oct 4, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Chinese Medical Speech Recognition with Punctuated Hypothesis	Oct 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