AVPS-360: A Spatial Audio-Visual Benchmark for Instance Segmentation and Tracking of Sound-Producing Persons
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TV
Tuomas Virtanen
eess.AScs.SDcs.LGeess.SPstat.MLcs.MMcs.AIProteinsCan f 4cs.CL
On Valency
published · living versionsGeometric Consistency Based Label-Free Validation for Checkpoint Selection in Audio Active Learning
Overview and Meta-Analysis of DCASE 2026 Challenge Task 6: Audio Moment Retrieval from Long Audio
Preprints & journals
213 papers in the corpus · 1986–2026Overview and Meta-Analysis of DCASE 2026 Challenge Task 6: Audio Moment Retrieval from Long Audio
0 citations
Neural Array-Generic Direction-of-Arrival Estimation Exploiting Array Transfer Functions
0 citations
Dynamic Clustering for Cross-Segment Permutation Alignment in Long Speech Separation
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Greedy Volume Maximization of Gradient Embeddings for Long-Tailed Frame-Level Bioacoustic Active Learning
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Cover First, Disagree Softly: Rethinking Mismatch-First Active Learning for Frame-Level Audio Classification
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Speaker head orientation estimation with a single microphone array using phase spectrogram features
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CNN Models for Microphone Array Covariance Matrix Upsampling and Acoustic Imaging
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Few-Shot Open-Set Audio Classification Using Attention Information-Fused Prototypes
1 citation
Learning Input-Channel Permutation Equivariance for Multi-Channel Source Separation: Reducing Bleeding in Small Music Ensembles
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Evaluating the Temporal Detection Capability of Integrated Gradients Applied on Sound Classifier
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Automatic Contextual Audio Denoising
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Dependence on Early and Late Reverberation of Single-Channel Speaker Distance Estimation
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Inter-Speaker Relative Cues for Two-Stage Text-Guided Target Speech Extraction
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Moving Speaker Separation via Parallel Spectral-Spatial Processing
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Multi-Channel Replay Speech Detection using Acoustic Maps
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Beyond Omnidirectional: Neural Ambisonics Encoding for Arbitrary Microphone Directivity Patterns using Cross-Attention
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Discriminating real and synthetic super-resolved audio samples using embedding-based classifiers
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The Spheres Dataset: Multitrack Orchestral Recordings for Music Source Separation and Information Retrieval
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Acoustic Simulation Framework for Multi-channel Replay Speech Detection
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Stereo Sound Event Localization and Detection with Onscreen/offscreen Classification
1 citation
Multi-Utterance Speech Separation and Association Trained on Short Segments
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Inter-Speaker Relative Cues for Text-Guided Target Speech Extraction
2 citations
Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event Detection
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Attractor-Based Speech Separation of Multiple Utterances by Unknown Number of Speakers
1 citation
Knowledge Distillation for Speech Denoising by Latent Representation Alignment with Cosine Distance
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Operator product expansions of derivative fields in the sine-Gordon model
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Score-informed Music Source Separation: Improving Synthetic-to-real Generalization in Classical Music
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Impact of Microphone Array Mismatches to Learning-based Replay Speech Detection
1 citation
Multi-channel Replay Speech Detection using an Adaptive Learnable Beamformer
5 citations
The Accuracy Cost of Weakness: A Theoretical Analysis of Fixed-Segment Weak Labeling for Events in Time
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Gen-A: Generalizing Ambisonics Neural Encoding to Unseen Microphone Arrays
4 citations
Automatic Live Music Song Identification Using Multi-level Deep Sequence Similarity Learning
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Text-based Audio Retrieval by Learning from Similarities between Audio Captions
3 citations
Timing and Dynamics of the Rosanna Shuffle
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A decade of DCASE: Achievements, practices, evaluations and future challenges
10 citations
SynthSOD: Developing an Heterogeneous Dataset for Orchestra Music Source Separation
3 citations
Multi-label Zero-Shot Audio Classification with Temporal Attention
3 citations
Noise-to-mask Ratio Loss for Deep Neural Network based Audio Watermarking
2 citations
Integrating Continuous and Binary Relevances in Audio-Text Relevance Learning
2 citations
Computer Audition: From Task-Specific Machine Learning to Foundation Models
10 citations
Reference Channel Selection by Multi-Channel Masking for End-to-End Multi-Channel Speech Enhancement
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Speaker Distance Estimation in Enclosures from Single-Channel Audio
25 citations
From Weak to Strong Sound Event Labels using Adaptive Change-Point Detection and Active Learning
3 citations
Neural Ambisonics encoding for compact irregular microphone arrays
8 citations
Attention-Driven Multichannel Speech Enhancement in Moving Sound Source Scenarios
8 citations
Bosonization of primary fields for the critical Ising model on multiply connected planar domains
0 citations
Dynamic Processing Neural Network Architecture For Hearing Loss Compensation
7 citations
Representation Learning for Audio Privacy Preservation using Source Separation and Robust Adversarial Learning
7 citations
Crowdsourcing and Evaluating Text-Based Audio Retrieval Relevances
3 citations
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events
24 citations
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