Cover Image

Lightweight and Generalizable Acoustic Scene Representations via Contrastive Fine-Tuning and Distillation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yuan, Kuang, Gao, Yang, Li, Xilin, Mei, Xinhao, Zadissa, Syavosh, Pruthi, Tarun, Sereshki, Saeed Bagheri
Format:	Preprint
Published:	2025
Subjects:	Sound Machine Learning Audio and Speech Processing Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Contrastive Knowledge Distillation for Embedding Refinement in Personalized Speech Enhancement
by: Serre, Thomas, et al.
Published: (2026)

Differentiable Acoustic Radiance Transfer
by: Lee, Sungho, et al.
Published: (2025)

Beyond Identity: A Generalizable Approach for Deepfake Audio Detection
by: Ahmadiadli, Yasaman, et al.
Published: (2025)

Physics-Informed Direction-Aware Neural Acoustic Fields
by: Masuyama, Yoshiki, et al.
Published: (2025)

Acoustical Features as Knee Health Biomarkers: A Critical Analysis
by: Kechris, Christodoulos, et al.
Published: (2024)

Machine Learning in Acoustics: A Review and Open-Source Repository
by: McCarthy, Ryan A., et al.
Published: (2025)

EchoScan: Scanning Complex Room Geometries via Acoustic Echoes
by: Yeon, Inmo, et al.
Published: (2023)

Comparison of Classification Algorithms for COVID19 Detection using Cough Acoustic Signals
by: Erdoğan, Yunus Emre, et al.
Published: (2022)

Optimal Scalogram for Computational Complexity Reduction in Acoustic Recognition Using Deep Learning
by: Phan, Dang Thoai, et al.
Published: (2025)

Align-ULCNet: Towards Low-Complexity and Robust Acoustic Echo and Noise Reduction
by: Shetu, Shrishti Saha, et al.
Published: (2024)

DeWinder: Single-Channel Wind Noise Reduction using Ultrasound Sensing
by: Yuan, Kuang, et al.
Published: (2024)

Acoustivision Pro: An Open-Source Interactive Platform for Room Impulse Response Analysis and Acoustic Characterization
by: Goswami, Mandip
Published: (2026)

Decomposing the Influence of Physical Acoustic Modeling on Neural Personal Sound Zone Rendering: An Ablation Study
by: Jiang, Hao, et al.
Published: (2026)

HiRIS: an Airborne Sonar Sensor with a 1024 Channel Microphone Array for In-Air Acoustic Imaging
by: Laurijssen, Dennis, et al.
Published: (2024)

LiSenNet: Lightweight Sub-band and Dual-Path Modeling for Real-Time Speech Enhancement
by: Yan, Haoyin, et al.
Published: (2024)

IS${}^3$ : Generic Impulsive--Stationary Sound Separation in Acoustic Scenes using Deep Filtering
by: Berger, Clémentine, et al.
Published: (2025)

SpeakerBeam-SS: Real-time Target Speaker Extraction with Lightweight Conv-TasNet and State Space Modeling
by: Sato, Hiroshi, et al.
Published: (2024)

Phase-Based Signal Representations for Scattering
by: Haider, Daniel, et al.
Published: (2022)

Acoustic Imaging for UAV Detection: Dense Beamformed Energy Maps and U-Net SELD
by: Rodriguez, Belman Jahir, et al.
Published: (2025)

Relating the Neural Representations of Vocalized, Mimed, and Imagined Speech
by: Maghsoudi, Maryam, et al.
Published: (2026)

Joint Semantic Knowledge Distillation and Masked Acoustic Modeling for Full-band Speech Restoration with Improved Intelligibility
by: Liu, Xiaoyu, et al.
Published: (2024)

Frequency-Based Alignment of EEG and Audio Signals Using Contrastive Learning and SincNet for Auditory Attention Detection
by: Liao, Yuan, et al.
Published: (2025)

Self-supervised Multimodal Speech Representations for the Assessment of Schizophrenia Symptoms
by: Premananth, Gowtham, et al.
Published: (2024)

Generic Speech Enhancement with Self-Supervised Representation Space Loss
by: Sato, Hiroshi, et al.
Published: (2025)

An Investigation of Time-Frequency Representation Discriminators for High-Fidelity Vocoder
by: Gu, Yicheng, et al.
Published: (2024)

Bird Vocalization Embedding Extraction Using Self-Supervised Disentangled Representation Learning
by: Shi, Runwu, et al.
Published: (2024)

AffectSpeech: A Large-Scale Emotional Speech Dataset with Fine-Grained Textual Descriptions for Speech Emotion Captioning and Synthesis
by: Qi, Tianhua, et al.
Published: (2026)

Deep Space Separable Distillation for Lightweight Acoustic Scene Classification
by: Ye, ShuQi, et al.
Published: (2024)

Remixing Music for Hearing Aids Using Ensemble of Fine-Tuned Source Separators
by: Daly, Matthew
Published: (2024)

A Machine Hearing System for Robust Cough Detection Based on a High-Level Representation of Band-Specific Audio Features
by: Monge-Alvarez, Jesús, et al.
Published: (2024)

Resounding Acoustic Fields with Reciprocity
by: Lan, Zitong, et al.
Published: (2025)

Acoustic Local Positioning With Encoded Emission Beacons
by: Urena, Jesus, et al.
Published: (2024)

Acoustic Simulation Framework for Multi-channel Replay Speech Detection
by: Neri, Michael, et al.
Published: (2025)

Automated Dysphagia Screening Using Noninvasive Neck Acoustic Sensing
by: Chng, Jade, et al.
Published: (2026)

Data-Efficient Low-Complexity Acoustic Scene Classification via Distilling and Progressive Pruning
by: Han, Bing, et al.
Published: (2024)

Adaptive Control Attention Network for Underwater Acoustic Localization and Domain Adaptation
by: Vo, Quoc Thinh, et al.
Published: (2025)

Acoustic Field Reconstruction in Tubes via Physics-Informed Neural Networks
by: Luan, Xinmeng, et al.
Published: (2025)

Speaker-Independent Acoustic-to-Articulatory Inversion through Multi-Channel Attention Discriminator
by: Chung, Woo-Jin, et al.
Published: (2024)

Joint Source-Environment Adaptation for Deep Learning-Based Underwater Acoustic Source Ranging
by: Kari, Dariush, et al.
Published: (2025)

Mismatch-Robust Underwater Acoustic Localization Using A Differentiable Modular Forward Model
by: Kari, Dariush, et al.
Published: (2025)