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 2301–2310 of 3012 papers

Title	Date	Tasks	Status
Deep Neural Networks for Automatic Speech Processing: A Survey from Large Corpora to Limited Data	Mar 9, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving Uyghur ASR systems with decoders using morpheme-based language models	Mar 3, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Controllable Time-Delay Transformer for Real-Time Punctuation Prediction and Disfluency Detection	Mar 3, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SkinAugment: Auto-Encoding Speaker Conversions for Automatic Speech Translation	Feb 27, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
A Density Ratio Approach to Language Model Fusion in End-To-End Automatic Speech Recognition	Feb 26, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Distributed Training of Deep Neural Network Acoustic Models for Automatic Speech Recognition	Feb 24, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Attention-based ASR with Lightweight and Dynamic Convolutions	Feb 20, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition	Feb 19, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Gradient-Adjusted Neuron Activation Profiles for Comprehensive Introspection of Convolutional Speech Recognition Models	Feb 19, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Speech Corpus of Ainu Folklore and End-to-end Speech Recognition for Ainu Language	Feb 16, 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