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 2121–2130 of 3012 papers

Title	Date	Tasks	Status
Temporal Order Preserved Optimal Transport-based Cross-modal Knowledge Transfer Learning for ASR	Sep 3, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation	Jan 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Teochew-Wild: The First In-the-wild Teochew Dataset with Orthographic Annotations	May 8, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Text Generation with Speech Synthesis for ASR Data Augmentation	May 22, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Text Injection for Capitalization and Turn-Taking Prediction in Speech Models	Aug 14, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Text Injection for Neural Contextual Biasing	Jun 5, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Text is All You Need: Personalizing ASR Models using Controllable Speech Synthesis	Mar 27, 2023	AllAutomatic Speech Recognition	—Unverified
Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator	Feb 27, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Text-Only Domain Adaptation for End-to-End Speech Recognition through Down-Sampling Acoustic Representation	Sep 4, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Text-To-Speech Data Augmentation for Low Resource Speech Recognition	Apr 1, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified

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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