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 276–300 of 3012 papers

Title	Date	Tasks	Status	Hype	Score
Automatic Disfluency Detection from Untranscribed Speech	Nov 1, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Automatic Speech Recognition Benchmark for Air-Traffic Communications	Jun 18, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Automatic Speech Recognition for Speech Assessment of Persian Preschool Children	Mar 24, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
A Variance-Preserving Interpolation Approach for Diffusion Models with Applications to Single Channel Speech Enhancement and Recognition	May 27, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Automatic Speech Recognition in Sanskrit: A New Speech Corpus and Modelling Insights	Jun 2, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
AVATAR: Unconstrained Audiovisual Speech Recognition	Jun 15, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
AVLnet: Learning Audio-Visual Language Representations from Instructional Videos	Jun 16, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
BASPRO: a balanced script producer for speech corpus collection based on the genetic algorithm	Dec 11, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
BERTraffic: BERT-based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications	Oct 12, 2021	Action DetectionActivity Detection	CodeCode Available	1	5
BembaSpeech: A Speech Recognition Corpus for the Bemba Language	Feb 9, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data	Jan 28, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Learning Audio-Visual Dereverberation	Jun 14, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition	Feb 24, 2022	Audio-Visual Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
metaCAT: A Metadata-based Task-oriented Chatbot Annotation Tool	Dec 1, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Minimum Bayes Risk Training for End-to-End Speaker-Attributed ASR	Nov 3, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition	Sep 14, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
A Persian ASR-based SER: Modification of Sharif Emotional Speech Database and Investigation of Persian Text Corpora	Nov 18, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Advancing Test-Time Adaptation in Wild Acoustic Test Settings	Oct 14, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Brouhaha: multi-task training for voice activity detection, speech-to-noise ratio, and C50 room acoustics estimation	Oct 24, 2022	Action DetectionActivity Detection	CodeCode Available	1	5
Single-Channel Multi-Speaker Separation using Deep Clustering	Jul 7, 2016	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
MT3: Multi-Task Multitrack Music Transcription	Nov 4, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1	5
Iterative Pseudo-Labeling for Speech Recognition	May 19, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0	5
A Comparison of Adaptation Techniques and Recurrent Neural Network Architectures	Jul 12, 2018	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0	5
Killkan: The Automatic Speech Recognition Dataset for Kichwa with Morphosyntactic Information	Apr 23, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0	5
A Deep Dive into the Disparity of Word Error Rates Across Thousands of NPTEL MOOC Videos	Jul 20, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0	5

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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