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 1691–1700 of 3012 papers

Title	Date	Tasks	Status
On the Usefulness of Self-Attention for Automatic Speech Recognition with Transformers	Nov 8, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
On the verbalization patterns of part-whole relations in isiZulu	Sep 1, 2016	Automatic Speech Recognition (ASR)Speech Recognition	—Unverified
ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks	May 4, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
ON-TRAC’ systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks	Aug 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
On using 2D sequence-to-sequence models for speech recognition	Nov 20, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
On using the UA-Speech and TORGO databases to validate automatic dysarthric speech classification approaches	Nov 16, 2022	Action DetectionActivity Detection	—Unverified
OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking	May 15, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Open ASR for Icelandic: Resources and a Baseline System	May 1, 2018	Automatic Speech Recognition (ASR)Language Modeling	—Unverified
Open Challenge for Correcting Errors of Speech Recognition Systems	Jan 9, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Open Implementation and Study of BEST-RQ for Speech Processing	May 7, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified

Show:10 25 50

← PrevPage 170 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