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 51–75 of 3012 papers

Title	Date	Tasks	Status	Hype
DiCoW: Diarization-Conditioned Whisper for Target Speaker Automatic Speech Recognition	Dec 30, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
CleanMel: Mel-Spectrogram Enhancement for Improving Both Speech Quality and ASR	Feb 27, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
emg2qwerty: A Large Dataset with Baselines for Touch Typing using Surface Electromyography	Oct 26, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
Dialectal Coverage And Generalization in Arabic Speech Recognition	Nov 7, 2024	Arabic Speech RecognitionAutomatic Speech Recognition	CodeCode Available	2
Large Language Models are Efficient Learners of Noise-Robust Speech Recognition	Jan 19, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	2
Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy Speech	Jun 16, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition	Oct 22, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Consistent Training and Decoding For End-to-end Speech Recognition Using Lattice-free MMI	Dec 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Continuous speech separation: dataset and analysis	Jan 30, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Combining Frame-Synchronous and Label-Synchronous Systems for Speech Recognition	Jul 1, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks	Oct 7, 2016	Anomaly DetectionAutomatic Speech Recognition	CodeCode Available	1
ContextNet: Improving Convolutional Neural Networks for Automatic Speech Recognition with Global Context	May 7, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Common Voice: A Massively-Multilingual Speech Corpus	Dec 13, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers	Apr 20, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Framework for Curating Speech Datasets and Evaluating ASR Systems: A Case Study for Polish	Jul 18, 2024	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition	Feb 2, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Controlling Whisper: Universal Acoustic Adversarial Attacks to Control Speech Foundation Models	Jul 5, 2024	Adversarial AttackAutomatic Speech Recognition	CodeCode Available	1
Can we use Common Voice to train a Multi-Speaker TTS system?	Oct 12, 2022	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
Can Contextual Biasing Remain Effective with Whisper and GPT-2?	Jun 2, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
CCC-wav2vec 2.0: Clustering aided Cross Contrastive Self-supervised learning of speech representations	Oct 5, 2022	Automatic Speech Recognition (ASR)Clustering	CodeCode Available	1
Brazilian Portuguese Speech Recognition Using Wav2vec 2.0	Jul 23, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
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
BembaSpeech: A Speech Recognition Corpus for the Bemba Language	Feb 9, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
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
Back Translation for Speech-to-text Translation Without Transcripts	May 15, 2023	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1

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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