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 1751–1760 of 3012 papers

Title	Date	Tasks	Status
Self-Attention Channel Combinator Frontend for End-to-End Multichannel Far-field Speech Recognition	Sep 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Coarse-To-Fine And Cross-Lingual ASR Transfer	Sep 2, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Robustness of end-to-end Automatic Speech Recognition Models – A Case Study using Mozilla DeepSpeech	Sep 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Tree-constrained Pointer Generator for End-to-end Contextual Speech Recognition	Sep 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ASR-GLUE: A New Multi-task Benchmark for ASR-Robust Natural Language Understanding	Aug 30, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Investigations on Speech Recognition Systems for Low-Resource Dialectal Arabic-English Code-Switching Speech	Aug 29, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Improving callsign recognition with air-surveillance data in air-traffic communication	Aug 27, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Grammar Based Speaker Role Identification for Air Traffic Control Speech Recognition	Aug 27, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
4-bit Quantization of LSTM-based Speech Recognition Models	Aug 27, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Task-aware Warping Factors in Mask-based Speech Enhancement	Aug 27, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified

Show:10 25 50

← PrevPage 176 of 302Next →

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