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 1641–1650 of 3012 papers

Title	Date	Tasks	Status
ASTER: Automatic Speech Recognition System Accessibility Testing for Stutterers	Aug 30, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ASTRA: Aligning Speech and Text Representations for Asr without Sampling	Jun 10, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Study into Pre-training Strategies for Spoken Language Understanding on Dysarthric Speech	Jun 15, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The Perceptimatic English Benchmark for Speech Perception Models	May 7, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The RoyalFlush System of Speech Recognition for M2MeT Challenge	Feb 3, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The SAFE-T Corpus: A New Resource for Simulated Public Safety Communications	May 1, 2020	Action DetectionActivity Detection	—Unverified
The Second DISPLACE Challenge : DIarization of SPeaker and LAnguage in Conversational Environments	Jun 13, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The SI TEDx-UM speech database: a new Slovenian Spoken Language Resource	May 1, 2016	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The Slovene BNSI Broadcast News database and reference speech corpus GOS: Towards the uniform guidelines for future work	May 1, 2014	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The Sogou-TIIC Speech Translation System for IWSLT 2018	Oct 1, 2018	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