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 1451–1460 of 3012 papers

Title	Date	Tasks	Status
Disappeared Command: Spoofing Attack On Automatic Speech Recognition Systems with Sound Masking	Apr 19, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation	Apr 19, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
An Investigation of Monotonic Transducers for Large-Scale Automatic Speech Recognition	Apr 19, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Automated speech tools for helping communities process restricted-access corpora for language revival efforts	Apr 15, 2022	Action DetectionActivity Detection	—Unverified
Lombard Effect for Bilingual Speakers in Cantonese and English: importance of spectro-temporal features	Apr 14, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes	Apr 13, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition	Apr 13, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Study of Indian English Pronunciation Variabilities relative to Received Pronunciation	Apr 13, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Self-critical Sequence Training for Automatic Speech Recognition	Apr 13, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ASR in German: A Detailed Error Analysis	Apr 12, 2022	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