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 1891–1900 of 3012 papers

Title	Date	Tasks	Status
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition	Feb 19, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Run-and-back stitch search: novel block synchronous decoding for streaming encoder-decoder ASR	Jan 25, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Run-Time Adaptation of Neural Beamforming for Robust Speech Dereverberation and Denoising	Oct 30, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
RWTH-PHOENIX-Weather: A Large Vocabulary Sign Language Recognition and Translation Corpus	May 1, 2012	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation	Oct 13, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Samba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models	Jan 6, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Samrómur Children: An Icelandic Speech Corpus	Jun 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Samr\'omur: Crowd-sourcing Data Collection for Icelandic Speech Recognition	May 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SAN: a robust end-to-end ASR model architecture	Oct 27, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SapAugment: Learning A Sample Adaptive Policy for Data Augmentation	Nov 2, 2020	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