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 511–520 of 3012 papers

Title	Date	Tasks	Status
Attention based on-device streaming speech recognition with large speech corpus	Jan 2, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Alignment Restricted Streaming Recurrent Neural Network Transducer	Nov 5, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Alignment Knowledge Distillation for Online Streaming Attention-based Speech Recognition	Feb 28, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Attention based end to end Speech Recognition for Voice Search in Hindi and English	Nov 15, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A CTC Triggered Siamese Network with Spatial-Temporal Dropout for Speech Recognition	Jun 16, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
3-D Feature and Acoustic Modeling for Far-Field Speech Recognition	Nov 13, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Alignment-Free Training for Transducer-based Multi-Talker ASR	Sep 30, 2024	AllAutomatic Speech Recognition	—Unverified
Attention-based ASR with Lightweight and Dynamic Convolutions	Feb 20, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Alignment Entropy Regularization	Dec 22, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A CTC Alignment-based Non-autoregressive Transformer for End-to-end Automatic Speech Recognition	Apr 15, 2023	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