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 1151–1160 of 3012 papers

Title	Date	Tasks	Status	Hype
Improving Mandarin Speech Recogntion with Block-augmented Transformer	Jul 24, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
ASR Error Detection via Audio-Transcript entailment	Jul 22, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
When Is TTS Augmentation Through a Pivot Language Useful?	Jul 20, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Transfer Learning of wav2vec 2.0 for Automatic Lyric Transcription	Jul 20, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Improving Data Driven Inverse Text Normalization using Data Augmentation	Jul 20, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding	Jul 19, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale	Jul 19, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting	Jul 17, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation	Jul 16, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments	Jul 15, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0

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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