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 1731–1740 of 3012 papers

Title	Date	Tasks	Status	Hype
Improving Named Entity Recognition in Spoken Dialog Systems by Context and Speech Pattern Modeling	Jul 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Pretext Tasks selection for multitask self-supervised speech representation learning	Jul 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Word-Free Spoken Language Understanding for Mandarin-Chinese	Jul 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Combining Frame-Synchronous and Label-Synchronous Systems for Speech Recognition	Jul 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
StableEmit: Selection Probability Discount for Reducing Emission Latency of Streaming Monotonic Attention ASR	Jul 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Sequence-level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models	Jun 30, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
On joint training with interfaces for spoken language understanding	Jun 30, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
IMS' Systems for the IWSLT 2021 Low-Resource Speech Translation Task	Jun 30, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Rethinking End-to-End Evaluation of Decomposable Tasks: A Case Study on Spoken Language Understanding	Jun 29, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
QASR: QCRI Aljazeera Speech Resource -- A Large Scale Annotated Arabic Speech Corpus	Jun 24, 2021	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