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 141–150 of 3012 papers

Title	Date	Tasks	Status	Hype
When End-to-End is Overkill: Rethinking Cascaded Speech-to-Text Translation	Feb 1, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Language Bias in Self-Supervised Learning For Automatic Speech Recognition	Jan 31, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
SELMA: A Speech-Enabled Language Model for Virtual Assistant Interactions	Jan 31, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Cross-lingual Embedding Clustering for Hierarchical Softmax in Low-Resource Multilingual Speech Recognition	Jan 29, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
SEAL: Speech Embedding Alignment Learning for Speech Large Language Model with Retrieval-Augmented Generation	Jan 26, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
The Multicultural Medical Assistant: Can LLMs Improve Medical ASR Errors Across Borders?	Jan 25, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Speech Translation Refinement using Large Language Models	Jan 25, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
FireRedASR: Open-Source Industrial-Grade Mandarin Speech Recognition Models from Encoder-Decoder to LLM Integration	Jan 24, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Predicting Compact Phrasal Rewrites with Large Language Models for ASR Post Editing	Jan 23, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions	Jan 22, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0

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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