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 1201–1210 of 3012 papers

Title	Date	Tasks	Status	Hype
The Makerere Radio Speech Corpus: A Luganda Radio Corpus for Automatic Speech Recognition	Jun 20, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Boosting Cross-Domain Speech Recognition with Self-Supervision	Jun 20, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping	Jun 19, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Decoupled Federated Learning for ASR with Non-IID Data	Jun 18, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children's ASR	Jun 16, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
A CTC Triggered Siamese Network with Spatial-Temporal Dropout for Speech Recognition	Jun 16, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
SoundSpaces 2.0: A Simulation Platform for Visual-Acoustic Learning	Jun 16, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
AVATAR: Unconstrained Audiovisual Speech Recognition	Jun 15, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
The ZevoMOS entry to VoiceMOS Challenge 2022	Jun 15, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Residual Language Model for End-to-end Speech Recognition	Jun 15, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0

Show:10 25 50

← PrevPage 121 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