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 821–830 of 3012 papers

Title	Date	Tasks	Status
Data Augmentation with Locally-time Reversed Speech for Automatic Speech Recognition	Oct 9, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving Speech Emotion Recognition with Unsupervised Speaking Style Transfer	Nov 16, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A CLARIN Transcription Portal for Interview Data	May 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Data-Driven Pronunciation Modeling of Swiss German Dialectal Speech for Automatic Speech Recognition	May 1, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
3-D Feature and Acoustic Modeling for Far-Field Speech Recognition	Nov 13, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
On the Problem of Text-To-Speech Model Selection for Synthetic Data Generation in Automatic Speech Recognition	Jul 31, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Data-selective Transfer Learning for Multi-Domain Speech Recognition	Sep 8, 2015	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
DCF-DS: Deep Cascade Fusion of Diarization and Separation for Speech Recognition under Realistic Single-Channel Conditions	Nov 11, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
DCTX-Conformer: Dynamic context carry-over for low latency unified streaming and non-streaming Conformer ASR	Jun 13, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving OOV Detection and Resolution with External Language Models in Acoustic-to-Word ASR	Sep 22, 2019	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