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 1021–1030 of 3012 papers

Title	Date	Tasks	Status	Hype
An analysis of degenerating speech due to progressive dysarthria on ASR performance	Oct 31, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
DiaCorrect: End-to-end error correction for speaker diarization	Oct 31, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Delay-penalized transducer for low-latency streaming ASR	Oct 31, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	3
Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings	Oct 31, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Blank Collapse: Compressing CTC emission for the faster decoding	Oct 31, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0
Structured State Space Decoder for Speech Recognition and Synthesis	Oct 31, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
DuDe: Dual-Decoder Multilingual ASR for Indian Languages using Common Label Set	Oct 30, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Phonemic Representation and Transcription for Speech to Text Applications for Under-resourced Indigenous African Languages: The Case of Kiswahili	Oct 29, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Random Utterance Concatenation Based Data Augmentation for Improving Short-video Speech Recognition	Oct 28, 2022	Action DetectionActivity Detection	—Unverified	0
Filter and evolve: progressive pseudo label refining for semi-supervised automatic speech recognition	Oct 28, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0

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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