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 2751–2760 of 3012 papers

Title	Date	Tasks	Status
Language Identification Using Deep Convolutional Recurrent Neural Networks	Aug 16, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Audiovisual Speaker Tracking using Nonlinear Dynamical Systems with Dynamic Stream Weights	Mar 14, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training	Oct 28, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
A Dataset for Speech Emotion Recognition in Greek Theatrical Plays	Mar 27, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Investigating the Effects of Word Substitution Errors on Sentence Embeddings	Nov 16, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
AequeVox: Automated Fairness Testing of Speech Recognition Systems	Oct 19, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Using Adapters to Overcome Catastrophic Forgetting in End-to-End Automatic Speech Recognition	Mar 30, 2022	AllAutomatic Speech Recognition	CodeCode Available
ROSE: A Recognition-Oriented Speech Enhancement Framework in Air Traffic Control Using Multi-Objective Learning	Dec 11, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Language-Universal Adapter Learning with Knowledge Distillation for End-to-End Multilingual Speech Recognition	Feb 28, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Boosting Cross-Domain Speech Recognition with Self-Supervision	Jun 20, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available

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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