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

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Showing 2826–2850 of 3012 papers

Title	Date	Tasks	Status
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
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
HYBRIDFORMER: improving SqueezeFormer with hybrid attention and NSR mechanism	Mar 15, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
ADIMA: Abuse Detection In Multilingual Audio	Feb 16, 2022	Abuse DetectionAutomatic Speech Recognition	CodeCode Available
Semantically Corrected Amharic Automatic Speech Recognition	Apr 20, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Semantically Meaningful Metrics for Norwegian ASR Systems	Sep 3, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Towards Temporally Explainable Dysarthric Speech Clarity Assessment	May 31, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Hybrid ASR for Resource-Constrained Robots: HMM - Deep Learning Fusion	Sep 11, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Light Gated Recurrent Units for Speech Recognition	Mar 26, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Human Transcription Quality Improvement	Sep 24, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
A comparative analysis between Conformer-Transducer, Whisper, and wav2vec2 for improving the child speech recognition	Nov 7, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
HuBERT-EE: Early Exiting HuBERT for Efficient Speech Recognition	Apr 13, 2022	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