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 2161–2170 of 3012 papers

Title	Date	Tasks	Status
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models	Jul 22, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Audio Adversarial Examples for Robust Hybrid CTC/Attention Speech Recognition	Jul 21, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks	Jul 17, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Towards an Automated SOAP Note: Classifying Utterances from Medical Conversations	Jul 17, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
SoK: The Faults in our ASRs: An Overview of Attacks against Automatic Speech Recognition and Speaker Identification Systems	Jul 13, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters	Jul 6, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Deep Graph Random Process for Relational-Thinking-Based Speech Recognition	Jul 4, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Robust Prediction of Punctuation and Truecasing for Medical ASR	Jul 4, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
How Accents Confound: Probing for Accent Information in End-to-End Speech Recognition Systems	Jul 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Towards Stream Translation: Adaptive Computation Time for Simultaneous Machine Translation	Jul 1, 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