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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 931–940 of 3012 papers

Title	Date	Tasks	Status
ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems	Feb 17, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
DistillW2V2: A Small and Streaming Wav2vec 2.0 Based ASR Model	Mar 16, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Learning Video Representations using Contrastive Bidirectional Transformer	Jun 13, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ATCSpeech: a multilingual pilot-controller speech corpus from real Air Traffic Control environment	Nov 26, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Distributed representation and estimation of WFST-based n-gram models	Aug 1, 2016	Automatic Speech Recognition (ASR)Language Modeling	—Unverified
Distributed Training of Deep Neural Network Acoustic Models for Automatic Speech Recognition	Feb 24, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
DNCASR: End-to-End Training for Speaker-Attributed ASR	Jun 2, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
DNN-Based Multilingual Automatic Speech Recognition for Wolaytta using Oromo Speech	May 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A light-weight and efficient punctuation and word casing prediction model for on-device streaming ASR	Jul 18, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Acoustic Word Disambiguation with Phonogical Features in Danish ASR	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