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 276–300 of 3012 papers

Title	Date	Tasks	Status	Hype
Unsupervised pretraining transfers well across languages	Feb 7, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Continuous speech separation: dataset and analysis	Jan 30, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Common Voice: A Massively-Multilingual Speech Corpus	Dec 13, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Deep Contextualized Acoustic Representations For Semi-Supervised Speech Recognition	Dec 3, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Espresso: A Fast End-to-end Neural Speech Recognition Toolkit	Sep 18, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation	May 8, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognition	Apr 18, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation	Apr 16, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
How2: A Large-scale Dataset for Multimodal Language Understanding	Nov 1, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Deep Audio-Visual Speech Recognition	Sep 6, 2018	Audio-Visual Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Attention-based Audio-Visual Fusion for Robust Automatic Speech Recognition	Sep 5, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Open Source Automatic Speech Recognition for German	Jul 26, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Zero-shot keyword spotting for visual speech recognition in-the-wild	Jul 23, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Word Error Rate Estimation for Speech Recognition: e-WER	Jul 1, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces	May 25, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition	Apr 9, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Attentive Sequence-to-Sequence Learning for Diacritic Restoration of Yorùbá Language Text	Apr 3, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
State-of-the-art Speech Recognition With Sequence-to-Sequence Models	Dec 5, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Minimum Word Error Rate Training for Attention-based Sequence-to-Sequence Models	Dec 5, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks	Oct 7, 2016	Anomaly DetectionAutomatic Speech Recognition	CodeCode Available	1
Single-Channel Multi-Speaker Separation using Deep Clustering	Jul 7, 2016	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
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	0
WhisperKit: On-device Real-time ASR with Billion-Scale Transformers	Jul 14, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Lightweight Target-Speaker-Based Overlap Transcription for Practical Streaming ASR	Jun 25, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
AI-Generated Song Detection via Lyrics Transcripts	Jun 23, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0

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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