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 2926–2950 of 3012 papers

Title	Date	Tasks	Status
RED-ACE: Robust Error Detection for ASR using Confidence Embeddings	Mar 14, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Generative Adversarial Training Data Adaptation for Very Low-resource Automatic Speech Recognition	May 19, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Whispering Under the Eaves: Protecting User Privacy Against Commercial and LLM-powered Automatic Speech Recognition Systems	Apr 1, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks	Dec 16, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Measuring the Accuracy of Automatic Speech Recognition Solutions	Aug 29, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Written Term Detection Improves Spoken Term Detection	Jul 5, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Reducing Language confusion for Code-switching Speech Recognition with Token-level Language Diarization	Oct 26, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
SSR7000: A Synchronized Corpus of Ultrasound Tongue Imaging for End-to-End Silent Speech Recognition	Jun 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Two-stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding	Oct 25, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Stable Distillation: Regularizing Continued Pre-training for Low-Resource Automatic Speech Recognition	Dec 20, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
A Simplified Fully Quantized Transformer for End-to-end Speech Recognition	Nov 9, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR	Apr 3, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question Answering	Sep 26, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Thai Wav2Vec2.0 with CommonVoice V8	Aug 9, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain	Feb 23, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Unsupervised Online Continual Learning for Automatic Speech Recognition	Jun 18, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech	May 25, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Rehearsal-Free Online Continual Learning for Automatic Speech Recognition	Jun 19, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
A Comprehensive Evaluation of Incremental Speech Recognition and Diarization for Conversational AI	Dec 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Data augmentation using prosody and false starts to recognize non-native children's speech	Aug 29, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Watch What You Pretrain For: Targeted, Transferable Adversarial Examples on Self-Supervised Speech Recognition models	Sep 17, 2022	Adversarial AttackAutomatic Speech Recognition	CodeCode Available
Analyzing Hidden Representations in End-to-End Automatic Speech Recognition Systems	Sep 13, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
mHuBERT-147: A Compact Multilingual HuBERT Model	Jun 10, 2024	Automatic Speech Recognition (ASR)Diversity	CodeCode Available
Star Temporal Classification: Sequence Classification with Partially Labeled Data	Jan 28, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript	Jul 1, 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