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 2781–2790 of 3012 papers

Title	Date	Tasks	Status
Enriching ASR Lattices with POS Tags for Dependency Parsing	Sep 1, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Information Theoretic Analysis of DNN-HMM Acoustic Modeling	Aug 29, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
An Improved Residual LSTM Architecture for Acoustic Modeling	Aug 17, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Dialogue Act Segmentation for Vietnamese Human-Human Conversational Texts	Aug 16, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Language Identification Using Deep Convolutional Recurrent Neural Networks	Aug 16, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Massively Multilingual Neural Grapheme-to-Phoneme Conversion	Aug 4, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Attentive listening system with backchanneling, response generation and flexible turn-taking	Aug 1, 2017	Automatic Speech Recognition (ASR)Response Generation	—Unverified
Utterance Intent Classification of a Spoken Dialogue System with Efficiently Untied Recursive Autoencoders	Aug 1, 2017	Automatic Speech Recognition (ASR)Classification	—Unverified
Progressive Joint Modeling in Unsupervised Single-channel Overlapped Speech Recognition	Jul 21, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Single-Channel Multi-talker Speech Recognition with Permutation Invariant Training	Jul 19, 2017	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