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 2726–2750 of 3012 papers

Title	Date	Tasks	Status
The Indigenous Languages Technology project at NRC Canada: An empowerment-oriented approach to developing language software	Dec 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The IWSLT 2016 Evaluation Campaign	Dec 1, 2016	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The IWSLT 2021 BUT Speech Translation Systems	Jul 13, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The JHU Multi-Microphone Multi-Speaker ASR System for the CHiME-6 Challenge	Jun 14, 2020	Action DetectionActivity Detection	—Unverified
The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition	Jun 20, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The MeMAD Submission to the IWSLT 2018 Speech Translation Task	Oct 24, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The Multicultural Medical Assistant: Can LLMs Improve Medical ASR Errors Across Borders?	Jan 25, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The Nijmegen Corpus of Casual Czech	May 1, 2014	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The Norwegian Parliamentary Speech Corpus	Jan 26, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
The OCON model: an old but green solution for distributable supervised classification for acoustic monitoring in smart cities	Oct 5, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Killkan: The Automatic Speech Recognition Dataset for Kichwa with Morphosyntactic Information	Apr 23, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Kurdish (Sorani) Speech to Text: Presenting an Experimental Dataset	Nov 29, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Iterative Pseudo-Labeling for Speech Recognition	May 19, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Continual Learning for Monolingual End-to-End Automatic Speech Recognition	Dec 17, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Personalizing ASR for Dysarthric and Accented Speech with Limited Data	Jul 31, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
A Method to Reveal Speaker Identity in Distributed ASR Training, and How to Counter It	Apr 15, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Iterative pseudo-forced alignment by acoustic CTC loss for self-supervised ASR domain adaptation	Oct 27, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Evaluation of Neural Architectures Trained with Square Loss vs Cross-Entropy in Classification Tasks	Jun 12, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Multilingual Bottleneck Features for Improving ASR Performance of Code-Switched Speech in Under-Resourced Languages	Oct 31, 2020	Acoustic ModellingAutomatic Speech Recognition	CodeCode Available
PersonaTAB: Predicting Personality Traits using Textual, Acoustic, and Behavioral Cues in Fully-Duplex Speech Dialogs	May 20, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Augmenting Librispeech with French Translations: A Multimodal Corpus for Direct Speech Translation Evaluation	Feb 9, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
AfriHuBERT: A self-supervised speech representation model for African languages	Sep 30, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Twists, Humps, and Pebbles: Multilingual Speech Recognition Models Exhibit Gender Performance Gaps	Feb 28, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Language Complexity and Speech Recognition Accuracy: Orthographic Complexity Hurts, Phonological Complexity Doesn't	Jun 13, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Robust Unstructured Knowledge Access in Conversational Dialogue with ASR Errors	Nov 8, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available

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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