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 2141–2150 of 3012 papers

Title	Date	Tasks	Status
MASRI-HEADSET: A Maltese Corpus for Speech Recognition	Aug 13, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Conv-Transformer Transducer: Low Latency, Low Frame Rate, Streamable End-to-End Speech Recognition	Aug 13, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Transfer Learning Approaches for Streaming End-to-End Speech Recognition System	Aug 12, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Online Automatic Speech Recognition with Listen, Attend and Spell Model	Aug 12, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Transformer with Bidirectional Decoder for Speech Recognition	Aug 11, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition	Aug 10, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
LRSpeech: Extremely Low-Resource Speech Synthesis and Recognition	Aug 9, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Investigation of Speaker-adaptation methods in Transformer based ASR	Aug 7, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Deep Learning Based Dereverberation of Temporal Envelopesfor Robust Speech Recognition	Aug 7, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Shouted Speech Compensation for Speaker Verification Robust to Vocal Effort Conditions	Aug 6, 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