Showing 1–20 of 21 results
/ Date/ Name
Oct 28, 2019Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNsNov 25, 2022Learning General Audio Representations with Large-Scale Training of Patchout Audio TransformersSep 5, 2019Receptive-field-regularized CNN variants for acoustic scene classificationJul 3, 2019The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene ClassificationJul 19, 2021Over-Parameterization and Generalization in Audio ClassificationNov 5, 2020Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency DampingMay 26, 2021Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural NetworksOct 11, 2021Efficient Training of Audio Transformers with PatchoutJul 27, 2020Receptive-Field Regularized CNNs for Music Classification and TaggingJun 22, 2018Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic dataMay 16, 2024Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 ChallengeSep 4, 2019Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene ClassificationAug 8, 2023Advancing Natural-Language Based Audio Retrieval with PaSST and Large Audio-Caption Data SetsNov 9, 2022Efficient Large-scale Audio Tagging via Transformer-to-CNN Knowledge DistillationJun 13, 2023Domain Information Control at Inference Time for Acoustic Scene ClassificationMar 14, 2025Creating a Good Teacher for Knowledge Distillation in Acoustic Scene ClassificationApr 2, 2026Woosh: A Sound Effects Foundation ModelOct 24, 2023Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio ModelsMar 3, 2023Low-Complexity Audio Embedding ExtractorsJul 6, 2020On Data Augmentation and Adversarial Risk: An Empirical Analysis