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 551–575 of 3012 papers

Title	Date	Tasks	Status	Score
BERSting at the Screams: A Benchmark for Distanced, Emotional and Shouted Speech Recognition	Apr 30, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Did you hear that? Adversarial Examples Against Automatic Speech Recognition	Jan 2, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
BERT Attends the Conversation: Improving Low-Resource Conversational ASR	Oct 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
DISCO: A Large Scale Human Annotated Corpus for Disfluency Correction in Indo-European Languages	Oct 25, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Comparing Self-Supervised Learning Models Pre-Trained on Human Speech and Animal Vocalizations for Bioacoustics Processing	Jan 10, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Discrete Speech Unit Extraction via Independent Component Analysis	Jan 11, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
ADIMA: Abuse Detection In Multilingual Audio	Feb 16, 2022	Abuse DetectionAutomatic Speech Recognition	CodeCode Available	5
Comparison and Analysis of New Curriculum Criteria for End-to-End ASR	Aug 10, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Collecting Resources in Sub-Saharan African Languages for Automatic Speech Recognition: a Case Study of Wolof	May 1, 2016	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Channel-Aware Domain-Adaptive Generative Adversarial Network for Robust Speech Recognition	Sep 19, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript	Jul 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Cascading and Direct Approaches to Unsupervised Constituency Parsing on Spoken Sentences	Mar 15, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
CAT: CRF-based ASR Toolkit	Nov 20, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA Project	Apr 5, 2016	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding	Jul 29, 2015	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks	Dec 16, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
BeaverTalk: Oregon State University's IWSLT 2025 Simultaneous Speech Translation System	May 29, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Bringing NURC/SP to Digital Life: the Role of Open-source Automatic Speech Recognition Models	Oct 14, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Cascaded Cross-Modal Transformer for Audio-Textual Classification	Jan 15, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
CHSER: A Dataset and Case Study on Generative Speech Error Correction for Child ASR	May 24, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Conditional independence for pretext task selection in Self-supervised speech representation learning	Apr 15, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Enhancing Quantised End-to-End ASR Models via Personalisation	Sep 17, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Multimodal Speech Recognition for Language-Guided Embodied Agents	Feb 27, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
BCN2BRNO: ASR System Fusion for Albayzin 2020 Speech to Text Challenge	Jan 29, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
BBS-KWS:The Mandarin Keyword Spotting System Won the Video Keyword Wakeup Challenge	Dec 3, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	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