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 771–780 of 3012 papers

Title	Date	Tasks	Status
Cascade RNN-Transducer: Syllable Based Streaming On-device Mandarin Speech Recognition with a Syllable-to-Character Converter	Nov 17, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Correction Focused Language Model Training for Speech Recognition	Oct 17, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A review of on-device fully neural end-to-end automatic speech recognition algorithms	Dec 14, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Correlated Bigram LSA for Unsupervised Language Model Adaptation	Dec 1, 2008	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Correlation Distance Skip Connection Denoising Autoencoder (CDSK-DAE) for Speech Feature Enhancement	Jul 26, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning	Nov 3, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
CoSTA: Code-Switched Speech Translation using Aligned Speech-Text Interleaving	Jun 16, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Alignment Knowledge Distillation for Online Streaming Attention-based Speech Recognition	Feb 28, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Learning Speech Representation From Contrastive Token-Acoustic Pretraining	Sep 1, 2023	Audio ClassificationAutomatic Speech Recognition	—Unverified
Cascaded Models With Cyclic Feedback For Direct Speech Translation	Oct 21, 2020	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