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 201–225 of 3012 papers

Title	Date	Tasks	Status	Hype
ÌròyìnSpeech: A multi-purpose Yorùbá Speech Corpus	Jul 29, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition	Feb 8, 2024	Audio-Visual Speech RecognitionAutomatic Speech Recognition	CodeCode Available	1
Automatic Disfluency Detection from Untranscribed Speech	Nov 1, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
KoSpeech: Open-Source Toolkit for End-to-End Korean Speech Recognition	Sep 7, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Automatic Speech Recognition Benchmark for Air-Traffic Communications	Jun 18, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners	May 22, 2022	AttributeAutomatic Speech Recognition	CodeCode Available	1
A Variance-Preserving Interpolation Approach for Diffusion Models with Applications to Single Channel Speech Enhancement and Recognition	May 27, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Audio-Visual Efficient Conformer for Robust Speech Recognition	Jan 4, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Learning to Count Words in Fluent Speech enables Online Speech Recognition	Jun 8, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech	Apr 23, 2021	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
Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition	Feb 24, 2022	Audio-Visual Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Adaptation of Whisper models to child speech recognition	Jul 24, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT	Mar 29, 2022	AllAutomatic Speech Recognition	CodeCode Available	1
Audio-Visual Representation Learning via Knowledge Distillation from Speech Foundation Models	Feb 9, 2025	Audio-Visual Speech RecognitionAutomatic Speech Recognition	CodeCode Available	1
LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition	Aug 11, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation	May 18, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Mamba for Streaming ASR Combined with Unimodal Aggregation	Sep 30, 2024	Automatic 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
metaCAT: A Metadata-based Task-oriented Chatbot Annotation Tool	Dec 1, 2020	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
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
A transfer learning based approach for pronunciation scoring	Nov 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Multilingual and code-switching ASR challenges for low resource Indian languages	Apr 1, 2021	Automatic Speech Recognition (ASR)Sentence	CodeCode Available	1
Attention-based Contextual Language Model Adaptation for Speech Recognition	Jun 2, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1

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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