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 221–230 of 3012 papers

Title	Date	Tasks	Status	Hype
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography	Oct 26, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
Evaluating and Improving Automatic Speech Recognition Systems for Korean Meteorological Experts	Oct 24, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
A Survey on Speech Large Language Models	Oct 24, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
ELAICHI: Enhancing Low-resource TTS by Addressing Infrequent and Low-frequency Character Bigrams	Oct 23, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Improving Automatic Speech Recognition with Decoder-Centric Regularisation in Encoder-Decoder Models	Oct 22, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
VoiceBench: Benchmarking LLM-Based Voice Assistants	Oct 22, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	3
DENOASR: Debiasing ASRs through Selective Denoising	Oct 22, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Enhancing Low-Resource ASR through Versatile TTS: Bridging the Data Gap	Oct 22, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding	Oct 21, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Acoustic Model Optimization over Multiple Data Sources: Merging and Valuation	Oct 21, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0

Show:10 25 50

← PrevPage 23 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