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 1971–1980 of 3012 papers

Title	Date	Tasks	Status
Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks	Feb 24, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Thoughts on the potential to compensate a hearing loss in noise	Feb 24, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Evolutionary optimization of contexts for phonetic correction in speech recognition systems	Feb 23, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain	Feb 23, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Generating Human Readable Transcript for Automatic Speech Recognition with Pre-trained Language Model	Feb 22, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Gaussian Kernelized Self-Attention for Long Sequence Data and Its Application to CTC-based Speech Recognition	Feb 18, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Echo State Speech Recognition	Feb 18, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Fundamental Frequency Feature Normalization and Data Augmentation for Child Speech Recognition	Feb 18, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ATCSpeechNet: A multilingual end-to-end speech recognition framework for air traffic control systems	Feb 17, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Hierarchical Transformer-based Large-Context End-to-end ASR with Large-Context Knowledge Distillation	Feb 16, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified

Show:10 25 50

← PrevPage 198 of 302Next →

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