Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification

24 June 2022

Papers citing "Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification"

20 / 20 papers shown

Title
TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining Paul Primus Florian Schmid Gerhard Widmer CLIP AI4TS VLM 20 0 0 12 May 2025
Low-Complexity Acoustic Scene Classification with Device Information in the DCASE 2025 Challenge Florian Schmid Paul Primus Toni Heittola A. Mesaros Irene Martín-Morató Gerhard Widmer 10 0 0 03 May 2025
Variational Bayesian Adaptive Learning of Deep Latent Variables for Acoustic Knowledge Transfer Hu Hu Sabato Marco Siniscalchi Chao-Han Huck Yang Chin-Hui Lee 65 0 0 28 Jan 2025
Data-Efficient Low-Complexity Acoustic Scene Classification via Distilling and Progressive Pruning Bing Han Wen Huang Zhengyang Chen Anbai Jiang Pingyi Fan Cheng Lu Zhiqiang Lv Jia Liu W. Zhang Yanmin Qian 16 0 0 28 Oct 2024
Unified Microphone Conversion: Many-to-Many Device Mapping via Feature-wise Linear Modulation Myeonghoon Ryu Hongseok Oh Suji Lee Han Park 18 0 0 23 Oct 2024
Data Efficient Acoustic Scene Classification using Teacher-Informed Confusing Class Instruction Jin Jie Sean Yeo Ee-Leng Tan Jisheng Bai Santi Peksi Woon-Seng Gan 19 1 0 18 Sep 2024
Effective Pre-Training of Audio Transformers for Sound Event Detection Florian Schmid T. Morocutti Francesco Foscarin Jan Schluter Paul Primus Gerhard Widmer ViT 23 1 0 14 Sep 2024
FMSG-JLESS Submission for DCASE 2024 Task4 on Sound Event Detection with Heterogeneous Training Dataset and Potentially Missing Labels Yang Xiao Han Yin Jisheng Bai Rohan Kumar Das 27 3 0 29 Jun 2024
DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species Recognition Xin Jing Luyang Zhang Jiangjian Xie Alexander Gebhard Alice Baird Bjoern Schuller 31 0 0 11 Jun 2024
Data-Efficient Low-Complexity Acoustic Scene Classification in the DCASE 2024 Challenge Florian Schmid Paul Primus Toni Heittola A. Mesaros Irene Martín-Morató Khaled Koutini Gerhard Widmer 21 6 0 16 May 2024
Microphone Conversion: Mitigating Device Variability in Sound Event Classification Myeonghoon Ryu Hongseok Oh Suji Lee Han Park 20 4 0 12 Jan 2024
Improving Small Footprint Few-shot Keyword Spotting with Supervision on Auxiliary Data Seunghan Yang Byeonggeun Kim Kyuhong Shim Simyoung Chang 22 1 0 31 Aug 2023
On Frequency-Wise Normalizations for Better Recording Device Generalization in Audio Spectrogram Transformers Paul Primus Gerhard Widmer 14 0 0 20 Jun 2023
Domain Information Control at Inference Time for Acoustic Scene Classification Shahed Masoudian Khaled Koutini Markus Schedl Gerhard Widmer Navid Rekabsaz 15 1 0 13 Jun 2023
TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation Hyesu Lim Byeonggeun Kim Jaegul Choo Sungha Choi TTA 19 85 0 10 Feb 2023
Improving Natural-Language-based Audio Retrieval with Transfer Learning and Audio & Text Augmentations Paul Primus Gerhard Widmer 13 6 0 24 Aug 2022
QTI Submission to DCASE 2021: residual normalization for device-imbalanced acoustic scene classification with efficient design Byeonggeun Kim Seunghan Yang Jangho Kim Simyung Chang 21 56 0 28 Jun 2022
Dummy Prototypical Networks for Few-Shot Open-Set Keyword Spotting Byeonggeun Kim Seunghan Yang Inseop Chung Simyung Chang 14 14 0 28 Jun 2022
TaskNorm: Rethinking Batch Normalization for Meta-Learning J. Bronskill Jonathan Gordon James Requeima Sebastian Nowozin Richard E. Turner 54 89 0 06 Mar 2020
Trainable Frontend For Robust and Far-Field Keyword Spotting Yuxuan Wang Pascal Getreuer Thad Hughes R. Lyon Rif A. Saurous 50 140 0 19 Jul 2016