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 1901–1910 of 3012 papers

Title	Date	Tasks	Status
Saving RNN Computations with a Neuron-Level Fuzzy Memoization Scheme	Feb 14, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Scalable and Accurate Self-supervised Multimodal Representation Learning without Aligned Video and Text Data	Apr 4, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Scalable Multi Corpora Neural Language Models for ASR	Jul 2, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition	Oct 8, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Scaling ASR Improves Zero and Few Shot Learning	Nov 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Scaling Up Deliberation for Multilingual ASR	Oct 11, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Scene-aware Far-field Automatic Speech Recognition	Apr 21, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SC-MoE: Switch Conformer Mixture of Experts for Unified Streaming and Non-streaming Code-Switching ASR	Jun 26, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SEAL: Speech Embedding Alignment Learning for Speech Large Language Model with Retrieval-Augmented Generation	Jan 26, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SE-Bridge: Speech Enhancement with Consistent Brownian Bridge	May 23, 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