SOTAVerified

Audio-Visual Speech Recognition

Audio-visual speech recognition is the task of transcribing a paired audio and visual stream into text.

Papers

Showing 125 of 100 papers

TitleStatusHype
mWhisper-Flamingo for Multilingual Audio-Visual Noise-Robust Speech RecognitionCode3
Whisper-Flamingo: Integrating Visual Features into Whisper for Audio-Visual Speech Recognition and TranslationCode3
Large Language Models are Strong Audio-Visual Speech Recognition LearnersCode2
MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text TranslationCode2
CoGenAV: Versatile Audio-Visual Representation Learning via Contrastive-Generative SynchronizationCode2
Auto-AVSR: Audio-Visual Speech Recognition with Automatic LabelsCode2
Robust Self-Supervised Audio-Visual Speech RecognitionCode2
Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech RepresentationCode1
MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech RecognitionCode1
MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech TokensCode1
Cross-Modal Global Interaction and Local Alignment for Audio-Visual Speech RecognitionCode1
Jointly Learning Visual and Auditory Speech Representations from Raw DataCode1
Audio-Visual Representation Learning via Knowledge Distillation from Speech Foundation ModelsCode1
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech RecognitionCode1
Learning Video Temporal Dynamics with Cross-Modal Attention for Robust Audio-Visual Speech RecognitionCode1
Hearing Lips in Noise: Universal Viseme-Phoneme Mapping and Transfer for Robust Audio-Visual Speech RecognitionCode1
End-to-end Audio-visual Speech Recognition with ConformersCode1
How to Teach DNNs to Pay Attention to the Visual Modality in Speech RecognitionCode1
CI-AVSR: A Cantonese Audio-Visual Speech Dataset for In-car Command RecognitionCode1
CI-AVSR: A Cantonese Audio-Visual Speech Datasetfor In-car Command RecognitionCode1
AV Taris: Online Audio-Visual Speech RecognitionCode1
Deep Audio-Visual Speech RecognitionCode1
Discriminative Multi-modality Speech RecognitionCode1
MAVD: The First Open Large-Scale Mandarin Audio-Visual Dataset with Depth InformationCode1
Improving Audio-Visual Speech Recognition by Lip-Subword Correlation Based Visual Pre-training and Cross-Modal Fusion EncoderCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Hybrid CTC / AttentionWord Error Rate (WER)39.1Unverified
2TM-Seq2seqTest WER8.5Unverified
3TM-CTCTest WER8.2Unverified
4CTC/AttentionTest WER7Unverified
5CTC/AttentionTest WER1.5Unverified
6Whisper-FlamingoTest WER1.4Unverified
#ModelMetricClaimedVerifiedStatus
1Hyb-ConformerWord Error Rate (WER)2.3Unverified
2Zero-AVSRWord Error Rate (WER)1.5Unverified
3AV-HuBERT LargeWord Error Rate (WER)1.4Unverified
4Whisper-FlamingoWord Error Rate (WER)0.76Unverified
5MMS-LLaMAWord Error Rate (WER)0.74Unverified
#ModelMetricClaimedVerifiedStatus
1AVCRFormerTop-1 Accuracy98.81Unverified
22DCNN + BiLSTM + ResNet + MLFTop-1 Accuracy98.76Unverified
3PBLTop-1 Accuracy98.3Unverified
#ModelMetricClaimedVerifiedStatus
1ES³ Base*Word Error Rate (WER)11Unverified