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 1661–1670 of 3012 papers

Title	Date	Tasks	Status	Hype
Reducing Exposure Bias in Training Recurrent Neural Network Transducers	Aug 24, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
A Unified Transformer-based Framework for Duplex Text Normalization	Aug 23, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Automatic Speech Recognition And Limited Vocabulary: A Survey	Aug 23, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Hierarchical Summarization for Longform Spoken Dialog	Aug 21, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
A Multi-level Acoustic Feature Extraction Framework for Transformer Based End-to-End Speech Recognition	Aug 18, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
A Light-weight contextual spelling correction model for customizing transducer-based speech recognition systems	Aug 17, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
StarGAN-VC+ASR: StarGAN-based Non-Parallel Voice Conversion Regularized by Automatic Speech Recognition	Aug 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
End-to-End Speech Recognition With Joint Dereverberation Of Sub-Band Autoregressive Envelopes	Aug 9, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
The HW-TSC's Offline Speech Translation Systems for IWSLT 2021 Evaluation	Aug 9, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification	Aug 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1

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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