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 1071–1080 of 3012 papers

Title	Date	Tasks	Status
Conformer-Based Speech Recognition On Extreme Edge-Computing Devices	Dec 16, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Assessing the Tolerance of Neural Machine Translation Systems Against Speech Recognition Errors	Apr 24, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Highly Efficient Distributed Deep Learning System For Automatic Speech Recognition	Jul 10, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Conformer-based Hybrid ASR System for Switchboard Dataset	Nov 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Conformer-1: Robust ASR via Large-Scale Semisupervised Bootstrapping	Apr 10, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Assessing the Performance of Automatic Speech Recognition Systems When Used by Native and Non-Native Speakers of Three Major Languages in Dictation Workflows	May 1, 2015	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Configurable Privacy-Preserving Automatic Speech Recognition	Apr 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Assessing ASR Model Quality on Disordered Speech using BERTScore	Sep 21, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A higher order Minkowski loss for improved prediction ability of acoustic model in ASR	Dec 2, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Acoustic Model Optimization over Multiple Data Sources: Merging and Valuation	Oct 21, 2024	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