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 2401–2410 of 3012 papers

Title	Date	Tasks	Status
Neuro-SERKET: Development of Integrative Cognitive System through the Composition of Deep Probabilistic Generative Models	Oct 20, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Multi-Talker MVDR Beamforming Based on Extended Complex Gaussian Mixture Model	Oct 17, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Transformer ASR with Contextual Block Processing	Oct 16, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Lead2Gold: Towards exploiting the full potential of noisy transcriptions for speech recognition	Oct 16, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Analyzing Large Receptive Field Convolutional Networks for Distant Speech Recognition	Oct 15, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
VAIS ASR: Building a conversational speech recognition system using language model combination	Oct 12, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Hear "No Evil", See "Kenansville": Efficient and Transferable Black-Box Attacks on Speech Recognition and Voice Identification Systems	Oct 11, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Query-by-example on-device keyword spotting	Oct 11, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
One-To-Many Multilingual End-to-end Speech Translation	Oct 8, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Case Study on Combining ASR and Visual Features for Generating Instructional Video Captions	Oct 7, 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