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 501–525 of 3012 papers

Title	Date	Tasks	Status	Score
Discrete Cross-Modal Alignment Enables Zero-Shot Speech Translation	Oct 18, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
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	5
DoCIA: An Online Document-Level Context Incorporation Agent for Speech Translation	Apr 7, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Direct Segmentation Models for Streaming Speech Translation	Nov 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Towards Contextual Spelling Correction for Customization of End-to-end Speech Recognition Systems	Mar 2, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Towards End-to-End Speech Recognition with Deep Convolutional Neural Networks	Jan 10, 2017	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
A Speech Representation Anonymization Framework via Selective Noise Perturbation	Mar 26, 2022	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
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
Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models	Jan 2, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification	May 24, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
DiaCorrect: End-to-end error correction for speaker diarization	Oct 31, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Discovering Phonetic Inventories with Crosslingual Automatic Speech Recognition	Jan 26, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
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	5
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	5
Deep Learning for Audio Signal Processing	Apr 30, 2019	Audio Signal ProcessingAutomatic Speech Recognition	CodeCode Available	5
A Comprehensive Evaluation of Incremental Speech Recognition and Diarization for Conversational AI	Dec 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Cross-domain Speech Recognition with Unsupervised Character-level Distribution Matching	Apr 15, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM	Jun 8, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language Understanding	May 23, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords	Feb 3, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition	Jul 27, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Continual Learning for Monolingual End-to-End Automatic Speech Recognition	Dec 17, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Coupled Training of Sequence-to-Sequence Models for Accented Speech Recognition	May 14, 2020	Accented Speech RecognitionAutomatic Speech Recognition	CodeCode Available	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