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 76–100 of 3012 papers

Title	Date	Tasks	Status	Hype	Score
Audio-Visual Representation Learning via Knowledge Distillation from Speech Foundation Models	Feb 9, 2025	Audio-Visual Speech RecognitionAutomatic Speech Recognition	CodeCode Available	1	5
Audio-Visual Efficient Conformer for Robust Speech Recognition	Jan 4, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition	Aug 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Attention-based Contextual Language Model Adaptation for Speech Recognition	Jun 2, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Attention-based Audio-Visual Fusion for Robust Automatic Speech Recognition	Sep 5, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Automatic Speech Recognition for Speech Assessment of Persian Preschool Children	Mar 24, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Multilingual DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts	Nov 2, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering	Mar 9, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition	Oct 26, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications	Nov 8, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Deep Audio-Visual Speech Recognition	Sep 6, 2018	Audio-Visual Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
D4AM: A General Denoising Framework for Downstream Acoustic Models	Nov 28, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversion	Mar 29, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Daily-Omni: Towards Audio-Visual Reasoning with Temporal Alignment across Modalities	May 23, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
A Sidecar Separator Can Convert a Single-Talker Speech Recognition System to a Multi-Talker One	Feb 20, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond	Apr 20, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and English	Aug 3, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement	Jun 22, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
A Cross-Modal Approach to Silent Speech with LLM-Enhanced Recognition	Mar 2, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
ArzEn-LLM: Code-Switched Egyptian Arabic-English Translation and Speech Recognition Using LLMs	Jun 26, 2024	ArzEn Code-switched Translation to araArzEn Code-switched Translation to eng	CodeCode Available	1	5
ASR Error Correction with Constrained Decoding on Operation Prediction	Aug 9, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data	Jan 28, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Attentive Sequence-to-Sequence Learning for Diacritic Restoration of Yorùbá Language Text	Apr 3, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setup	Nov 2, 2022	Automatic Speech Recognition (ASR)Language Modeling	CodeCode Available	1	5
Deep Contextualized Acoustic Representations For Semi-Supervised Speech Recognition	Dec 3, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5

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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