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 381–390 of 3012 papers

Title	Date	Tasks	Status
Acoustic to Articulatory Inversion of Speech; Data Driven Approaches, Challenges, Applications, and Future Scope	Apr 17, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Advancing Arabic Speech Recognition Through Large-Scale Weakly Supervised Learning	Apr 16, 2025	Arabic Speech RecognitionAutomatic Speech Recognition	—Unverified
Spatial Audio Processing with Large Language Model on Wearable Devices	Apr 11, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Visual-Aware Speech Recognition for Noisy Scenarios	Apr 9, 2025	Audio-Visual Speech RecognitionAutomatic Speech Recognition	—Unverified
DoCIA: An Online Document-Level Context Incorporation Agent for Speech Translation	Apr 7, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
LinTO Audio and Textual Datasets to Train and Evaluate Automatic Speech Recognition in Tunisian Arabic Dialect	Apr 3, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Chain of Correction for Full-text Speech Recognition with Large Language Models	Apr 2, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Whispering Under the Eaves: Protecting User Privacy Against Commercial and LLM-powered Automatic Speech Recognition Systems	Apr 1, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
The Impact of Code-switched Synthetic Data Quality is Task Dependent: Insights from MT and ASR	Mar 30, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
FinAudio: A Benchmark for Audio Large Language Models in Financial Applications	Mar 26, 2025	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