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 1761–1770 of 3012 papers

Title	Date	Tasks	Status
Practical Speech Recognition with HTK	Aug 6, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Precise Detection of Speech Endpoints Dynamically: A Wavelet Convolution based approach	Apr 17, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Predicting Causes of Reformulation in Intelligent Assistants	Jul 13, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Predicting Compact Phrasal Rewrites with Large Language Models for ASR Post Editing	Jan 23, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Predicting lexical skills from oral reading with acoustic measures	Dec 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Predicting Multi-Codebook Vector Quantization Indexes for Knowledge Distillation	Oct 31, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Predicting positive transfer for improved low-resource speech recognition using acoustic pseudo-tokens	Feb 3, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Prediction of Listener Perception of Argumentative Speech in a Crowdsourced Dataset Using (Psycho-)Linguistic and Fluency Features	Nov 13, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Prediction of speech intelligibility with DNN-based performance measures	Mar 17, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Predictive Speech Recognition and End-of-Utterance Detection Towards Spoken Dialog Systems	Sep 30, 2024	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