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 2801–2810 of 3012 papers

Title	Date	Tasks	Status
Bi-Directional Lattice Recurrent Neural Networks for Confidence Estimation	Oct 30, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
When Is TTS Augmentation Through a Pivot Language Useful?	Jul 20, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Audio Segmentation for Robust Real-Time Speech Recognition Based on Neural Networks	Dec 1, 2016	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Pretext Tasks selection for multitask self-supervised speech representation learning	Jul 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
An Automatic Speech Recognition System for Bengali Language based on Wav2Vec2 and Transfer Learning	Sep 16, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Learning to adapt: a meta-learning approach for speaker adaptation	Aug 30, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Improving LSTM-CTC based ASR performance in domains with limited training data	Jul 3, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Discrete Speech Unit Extraction via Independent Component Analysis	Jan 11, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Speech Emotion Recognition with ASR Transcripts: A Comprehensive Study on Word Error Rate and Fusion Techniques	Jun 12, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Segmentation-Free Streaming Machine Translation	Sep 26, 2023	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