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 2776–2800 of 3012 papers

Title	Date	Tasks	Status
Multimodal Speech Recognition for Language-Guided Embodied Agents	Feb 27, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
LASER: Learning by Aligning Self-supervised Representations of Speech for Improving Content-related Tasks	Jun 13, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
A Theory of Unsupervised Speech Recognition	Jun 9, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Political corpus creation through automatic speech recognition on EU debates	Apr 17, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Blank Collapse: Compressing CTC emission for the faster decoding	Oct 31, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Big model only for hard audios: Sample dependent Whisper model selection for efficient inferences	Sep 22, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Latent Tree Language Model	Nov 1, 2016	Automatic Speech Recognition (ASR)Language Modeling	CodeCode Available
Adversarial Training For Low-Resource Disfluency Correction	Jun 10, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
A Quantitative Approach to Understand Self-Supervised Models as Cross-lingual Feature Extractors	Nov 27, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
A Comparison of Adaptation Techniques and Recurrent Neural Network Architectures	Jul 12, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Submodular Rank Aggregation on Score-based Permutations for Distributed Automatic Speech Recognition	Jan 27, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
The Sequence-to-Sequence Baseline for the Voice Conversion Challenge 2020: Cascading ASR and TTS	Oct 6, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Transformer Based Punctuation Restoration for Turkish	Sep 15, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Improving Voice Separation by Incorporating End-to-end Speech Recognition	Nov 29, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Multi-Sentence Resampling: A Simple Approach to Alleviate Dataset Length Bias and Beam-Search Degradation	Sep 13, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models	Jan 2, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
A Speech Representation Anonymization Framework via Selective Noise Perturbation	Mar 26, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Multi-Speaker ASR Combining Non-Autoregressive Conformer CTC and Conditional Speaker Chain	Jun 16, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Confidence Estimation for Black Box Automatic Speech Recognition Systems Using Lattice Recurrent Neural Networks	Oct 25, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Speech-Based Visual Question Answering	May 1, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Improving the Inclusivity of Dutch Speech Recognition by Fine-tuning Whisper on the JASMIN-CGN Corpus	Feb 24, 2025	Automatic Speech Recognition (ASR)speech-recognition	CodeCode Available
Improving RNN Transducer Modeling for End-to-End Speech Recognition	Sep 26, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Bigger is not Always Better: The Effect of Context Size on Speech Pre-Training	Dec 3, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Bidirectional Quaternion Long-Short Term Memory Recurrent Neural Networks for Speech Recognition	Nov 6, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Learning from Past Mistakes: Improving Automatic Speech Recognition Output via Noisy-Clean Phrase Context Modeling	Feb 7, 2018	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