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 2901–2910 of 3012 papers

Title	Date	Tasks	Status
LT-LM: a novel non-autoregressive language model for single-shot lattice rescoring	Apr 6, 2021	ARCAutomatic Speech Recognition	CodeCode Available
Attentively Embracing Noise for Robust Latent Representation in BERT	Dec 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Analyzing the impact of speaker localization errors on speech separation for automatic speech recognition	Oct 24, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Attention-based Multi-hypothesis Fusion for Speech Summarization	Nov 16, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
On-Device Neural Language Model Based Word Prediction	Aug 1, 2018	Automatic Speech Recognition (ASR)Language Modeling	CodeCode Available
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data	Sep 22, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition	Nov 19, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Spoken English Intelligibility Remediation with PocketSphinx Alignment and Feature Extraction Improves Substantially over the State of the Art	Sep 6, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Deep Learning for Audio Signal Processing	Apr 30, 2019	Audio Signal ProcessingAutomatic Speech Recognition	CodeCode Available
Greek2MathTex: A Greek Speech-to-Text Framework for LaTeX Equations Generation	Dec 11, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available

Show:10 25 50

← PrevPage 291 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