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 2821–2830 of 3012 papers

Title	Date	Tasks	Status
Improving Automatic Speech Recognition for Non-Native English with Transfer Learning and Language Model Decoding	Feb 10, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition	Mar 22, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Let SSMs be ConvNets: State-space Modeling with Optimal Tensor Contractions	Jan 22, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese	Apr 28, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Leveraging Broadcast Media Subtitle Transcripts for Automatic Speech Recognition and Subtitling	Feb 5, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution	May 26, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Syllable Subword Tokens for Open Vocabulary Speech Recognition in Malayalam	Jan 17, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
A Change of Heart: Improving Speech Emotion Recognition through Speech-to-Text Modality Conversion	Jul 21, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Enhancing Quantised End-to-End ASR Models via Personalisation	Sep 17, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Synchronous Speech Recognition and Speech-to-Text Translation with Interactive Decoding	Dec 16, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available

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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