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 161–170 of 3012 papers

Title	Date	Tasks	Status
Discrete Speech Unit Extraction via Independent Component Analysis	Jan 11, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Comparing Self-Supervised Learning Models Pre-Trained on Human Speech and Animal Vocalizations for Bioacoustics Processing	Jan 10, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Benchmarking Rotary Position Embeddings for Automatic Speech Recognition	Jan 10, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Universal-2-TF: Robust All-Neural Text Formatting for ASR	Jan 10, 2025	AllAutomatic Speech Recognition	—Unverified
Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI	Jan 10, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Samba-ASR: State-Of-The-Art Speech Recognition Leveraging Structured State-Space Models	Jan 6, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Listening and Seeing Again: Generative Error Correction for Audio-Visual Speech Recognition	Jan 3, 2025	Audio-Visual Speech RecognitionAutomatic Speech Recognition	CodeCode Available
Improving Transducer-Based Spoken Language Understanding with Self-Conditioned CTC and Knowledge Transfer	Jan 3, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models	Jan 2, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale	Jan 1, 2025	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified

Show:10 25 50

← PrevPage 17 of 302Next →

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