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 721–730 of 3012 papers

Title	Date	Tasks	Status
LV-CTC: Non-autoregressive ASR with CTC and latent variable models	Mar 28, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multi-Stage Multi-Modal Pre-Training for Automatic Speech Recognition	Mar 28, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ZAEBUC-Spoken: A Multilingual Multidialectal Arabic-English Speech Corpus	Mar 27, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Extracting Biomedical Entities from Noisy Audio Transcripts	Mar 26, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Multimodal Approach to Device-Directed Speech Detection with Large Language Models	Mar 21, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
BanglaNum -- A Public Dataset for Bengali Digit Recognition from Speech	Mar 20, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Isometric Neural Machine Translation using Phoneme Count Ratio Reward-based Reinforcement Learning	Mar 20, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
AdaMER-CTC: Connectionist Temporal Classification with Adaptive Maximum Entropy Regularization for Automatic Speech Recognition	Mar 18, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Artificial Intelligence for Cochlear Implants: Review of Strategies, Challenges, and Perspectives	Mar 17, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Automatic Speech Recognition (ASR) for the Diagnosis of pronunciation of Speech Sound Disorders in Korean children	Mar 13, 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