Overview and Meta-Analysis of DCASE 2026 Challenge Task 6: Audio Moment Retrieval from Long Audio
2 versions
TK
Tatsuya Komatsu
eess.AScs.SDcs.CLcs.LGcs.CVcs.MMeess.IVcs.AIcs.CReess.SP
On Valency
published · living versionsPreprints & journals
36 papers in the corpus · 2019–2026Revisiting Frame-Wise Saliency for Audio Moment Retrieval
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Overview and Meta-Analysis of DCASE 2026 Challenge Task 6: Audio Moment Retrieval from Long Audio
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CASTELLA: Long Audio Dataset with Captions and Temporal Boundaries
1 citation
Hallucination Localization in Video Captioning
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Listening without Looking: Modality Bias in Audio-Visual Captioning
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ProLAP: Probabilistic Language-Audio Pre-Training
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Language-Guided Contrastive Audio-Visual Masked Autoencoder with Automatically Generated Audio-Visual-Text Triplets from Videos
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Self-supervised learning method using multiple sampling strategies for general-purpose audio representation
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Music Tagging with Classifier Group Chains
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Pre-training with Synthetic Patterns for Audio
2 citations
Language-based Audio Moment Retrieval
4 citations
DETECLAP: Enhancing Audio-Visual Representation Learning with Object Information
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Lighthouse: A User-Friendly Library for Reproducible Video Moment Retrieval and Highlight Detection
3 citations
Audio Fingerprinting with Holographic Reduced Representations
2 citations
Universal Score-based Speech Enhancement with High Content Preservation
26 citations
Keep Decoding Parallel with Effective Knowledge Distillation from Language Models to End-to-end Speech Recognisers
2 citations
PromptTTS++: Controlling Speaker Identity in Prompt-Based Text-to-Speech Using Natural Language Descriptions
74 citations
Audio Difference Learning for Audio Captioning
4 citations
Neural Diarization with Non-autoregressive Intermediate Attractors
11 citations
How Information on Acoustic Scenes and Sound Events Mutually Benefits Event Detection and Scene Classification Tasks
10 citations
InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR
2 citations
Alternate Intermediate Conditioning with Syllable-level and Character-level Targets for Japanese ASR
2 citations
Better Intermediates Improve CTC Inference
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MLP-ASR: Sequence-length agnostic all-MLP architectures for speech recognition
3 citations
Acoustic Event Detection with Classifier Chains
11 citations
Non-Autoregressive ASR with Self-Conditioned Folded Encoders
7 citations
A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation
42 citations
Label-Synchronous Speech-to-Text Alignment for ASR Using Forward and Backward Transformers
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Relaxing the Conditional Independence Assumption of CTC-based ASR by Conditioning on Intermediate Predictions
68 citations
Differentially Private Variational Autoencoders with Term-wise Gradient Aggregation
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Consistency-aware multi-channel speech enhancement using deep neural networks
13 citations
Unsupervised Training for Deep Speech Source Separation with Kullback-Leibler Divergence Based Probabilistic Loss Function
28 citations
Overview of Tasks and Investigation of Subjective Evaluation Methods in Environmental Sound Synthesis and Conversion
6 citations
Multichannel Loss Function for Supervised Speech Source Separation by Mask-based Beamforming
9 citations
Bayesian Non-Parametric Multi-Source Modelling Based Determined Blind Source Separation
4 citations
Modelling of Sound Events with Hidden Imbalances Based on Clustering and Separate Sub-Dictionary Learning
1 citation
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