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 2831–2840 of 3012 papers

Title	Date	Tasks	Status
Whose Emotion Matters? Speaking Activity Localisation without Prior Knowledge	Nov 23, 2022	Active Speaker DetectionAutomatic Speech Recognition	CodeCode Available
Unsupervised Data Selection for TTS: Using Arabic Broadcast News as a Case Study	Jan 22, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Enhanced ASR Robustness to Packet Loss with a Front-End Adaptation Network	Jun 27, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Hybrid phonetic-neural model for correction in speech recognition systems	Feb 12, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM	Jun 8, 2017	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Self-supervised Speech Representations Still Struggle with African American Vernacular English	Aug 26, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
NeMo Inverse Text Normalization: From Development To Production	Apr 11, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
End-to-End Speech Recognition With Joint Dereverberation Of Sub-Band Autoregressive Envelopes	Aug 9, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Conditional independence for pretext task selection in Self-supervised speech representation learning	Apr 15, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks	Jan 8, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available

Show:10 25 50

← PrevPage 284 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