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
Non-autoregressive End-to-end Approaches for Joint Automatic Speech Recognition and Spoken Language Understanding	Apr 21, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Non-Autoregressive Transformer ASR with CTC-Enhanced Decoder Input	Oct 28, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Listen and Fill in the Missing Letters: Non-Autoregressive Transformer for Speech Recognition	Nov 10, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Non-autoregressive Transformer-based End-to-end ASR using BERT	Apr 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Non-autoregressive Transformer with Unified Bidirectional Decoder for Automatic Speech Recognition	Sep 14, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Non-intrusive speech intelligibility prediction using automatic speech recognition derived measures	Oct 16, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Non-Parallel Voice Conversion for ASR Augmentation	Sep 15, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Nonparametric Bayesian Double Articulation Analyzer for Direct Language Acquisition from Continuous Speech Signals	Jun 22, 2015	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
NonverbalTTS: A Public English Corpus of Text-Aligned Nonverbal Vocalizations with Emotion Annotations for Text-to-Speech	Jul 17, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
No Pitch Left Behind: Addressing Gender Unbalance in Automatic Speech Recognition through Pitch Manipulation	Oct 10, 2023	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