Towards Deep Active Learning in Avian Bioacoustics
Fuente:
arXiv
Saved in:
| Main Authors: | Rauch, Lukas, Huseljic, Denis, Wirth, Moritz, Decke, Jens, Sick, Bernhard, Scholz, Christoph |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
by: Rauch, Lukas, et al.
Published: (2024)
by: Rauch, Lukas, et al.
Published: (2024)
Can Masked Autoencoders Also Listen to Birds?
by: Rauch, Lukas, et al.
Published: (2025)
by: Rauch, Lukas, et al.
Published: (2025)
Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event Detection
by: Zhang, Shiqi, et al.
Published: (2025)
by: Zhang, Shiqi, et al.
Published: (2025)
Big Data Approaches to Bovine Bioacoustics: A FAIR-Compliant Dataset and Scalable ML Framework for Precision Livestock Welfare
by: Kate, Mayuri, et al.
Published: (2025)
by: Kate, Mayuri, et al.
Published: (2025)
NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics
by: Robinson, David, et al.
Published: (2024)
by: Robinson, David, et al.
Published: (2024)
Advancing Marine Bioacoustics with Deep Generative Models: A Hybrid Augmentation Strategy for Southern Resident Killer Whale Detection
by: Padovese, Bruno, et al.
Published: (2025)
by: Padovese, Bruno, et al.
Published: (2025)
Towards High-Fidelity and Controllable Bioacoustic Generation via Enhanced Diffusion Learning
by: Song, Tianyu, et al.
Published: (2025)
by: Song, Tianyu, et al.
Published: (2025)
Lightweight Hopfield Neural Networks for Bioacoustic Detection and Call Monitoring of Captive Primates
by: Lomas, Wendy, et al.
Published: (2025)
by: Lomas, Wendy, et al.
Published: (2025)
Weakly Supervised Detection and Temporal Localization of Whale Calls in Long-Duration Bioacoustic Data
by: Nihal, Ragib Amin, et al.
Published: (2025)
by: Nihal, Ragib Amin, et al.
Published: (2025)
Active Learning with Task Adaptation Pre-training for Speech Emotion Recognition
by: Li, Dongyuan, et al.
Published: (2024)
by: Li, Dongyuan, et al.
Published: (2024)
Heart Sound Segmentation Using Deep Learning Techniques
by: Madine, Manas
Published: (2024)
by: Madine, Manas
Published: (2024)
Arabic Music Classification and Generation using Deep Learning
by: Elshaarawy, Mohamed, et al.
Published: (2024)
by: Elshaarawy, Mohamed, et al.
Published: (2024)
Transfer Learning-Based Deep Residual Learning for Speech Recognition in Clean and Noisy Environments
by: Djeffal, Noussaiba, et al.
Published: (2025)
by: Djeffal, Noussaiba, et al.
Published: (2025)
A Hierarchical Deep Learning Approach for Minority Instrument Detection
by: Sechet, Dylan, et al.
Published: (2025)
by: Sechet, Dylan, et al.
Published: (2025)
Towards Attention-based Contrastive Learning for Audio Spoof Detection
by: Goel, Chirag, et al.
Published: (2024)
by: Goel, Chirag, et al.
Published: (2024)
Music Genre Classification: A Comparative Analysis of Classical Machine Learning and Deep Learning Approaches
by: Prajuli, Sachin, et al.
Published: (2026)
by: Prajuli, Sachin, et al.
Published: (2026)
Foundation Models for Bioacoustics -- a Comparative Review
by: Schwinger, Raphael, et al.
Published: (2025)
by: Schwinger, Raphael, et al.
Published: (2025)
Effects of Dataset Sampling Rate for Noise Cancellation through Deep Learning
by: Colelough, Brandon, et al.
Published: (2024)
by: Colelough, Brandon, et al.
Published: (2024)
Memory-Efficient Training for Deep Speaker Embedding Learning in Speaker Verification
by: Liu, Bei, et al.
Published: (2024)
by: Liu, Bei, et al.
Published: (2024)
Continuous Modeling of the Denoising Process for Speech Enhancement Based on Deep Learning
by: Guo, Zilu, et al.
Published: (2023)
by: Guo, Zilu, et al.
Published: (2023)
Toward Efficient Speech Emotion Recognition via Spectral Learning and Attention
by: Lee, HyeYoung, et al.
Published: (2025)
by: Lee, HyeYoung, et al.
Published: (2025)
Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models
by: Pham, Lam, et al.
Published: (2024)
by: Pham, Lam, et al.
Published: (2024)
Explaining Deep Learning Embeddings for Speech Emotion Recognition by Predicting Interpretable Acoustic Features
by: Dixit, Satvik, et al.
Published: (2024)
by: Dixit, Satvik, et al.
Published: (2024)
Speech Emotion Recognition Using MFCC Features and LSTM-Based Deep Learning Model
by: Oluwademilade, Adelekun, et al.
Published: (2026)
by: Oluwademilade, Adelekun, et al.
Published: (2026)
Few-Shot Bioacoustic Event Detection with Frame-Level Embedding Learning System
by: Zhao, PengYuan, et al.
Published: (2024)
by: Zhao, PengYuan, et al.
Published: (2024)
Deep Learning for Speaker Identification: Architectural Insights from AB-1 Corpus Analysis and Performance Evaluation
by: Bartolo, Matthias
Published: (2024)
by: Bartolo, Matthias
Published: (2024)
Towards Hallucination-Free Music: A Reinforcement Learning Preference Optimization Framework for Reliable Song Generation
by: Zhang, Huaicheng, et al.
Published: (2025)
by: Zhang, Huaicheng, et al.
Published: (2025)
CycleGuardian: A Framework for Automatic RespiratorySound classification Based on Improved Deep clustering and Contrastive Learning
by: Chu, Yun, et al.
Published: (2025)
by: Chu, Yun, et al.
Published: (2025)
Toward Improving Synthetic Audio Spoofing Detection Robustness via Meta-Learning and Disentangled Training With Adversarial Examples
by: Wang, Zhenyu, et al.
Published: (2024)
by: Wang, Zhenyu, et al.
Published: (2024)
Learning Domain-Robust Bioacoustic Representations for Mosquito Species Classification with Contrastive Learning and Distribution Alignment
by: Hou, Yuanbo, et al.
Published: (2025)
by: Hou, Yuanbo, et al.
Published: (2025)
Aggregation Strategies for Efficient Annotation of Bioacoustic Sound Events Using Active Learning
by: Lindholm, Richard, et al.
Published: (2025)
by: Lindholm, Richard, et al.
Published: (2025)
Towards Controllable Audio Texture Morphing
by: Gupta, Chitralekha, et al.
Published: (2023)
by: Gupta, Chitralekha, et al.
Published: (2023)
A Toolchain for Comprehensive Audio/Video Analysis Using Deep Learning Based Multimodal Approach (A use case of riot or violent context detection)
by: Pham, Lam, et al.
Published: (2024)
by: Pham, Lam, et al.
Published: (2024)
Text-dependent Speaker Verification (TdSV) Challenge 2024: Challenge Evaluation Plan
by: Hossein, Zeinali, et al.
Published: (2024)
by: Hossein, Zeinali, et al.
Published: (2024)
Moravec's Paradox: Towards an Auditory Turing Test
by: Noever, David, et al.
Published: (2025)
by: Noever, David, et al.
Published: (2025)
Adaptive Learning via a Negative Selection Strategy for Few-Shot Bioacoustic Event Detection
by: Chen, Yaxiong, et al.
Published: (2024)
by: Chen, Yaxiong, et al.
Published: (2024)
AND: Audio Network Dissection for Interpreting Deep Acoustic Models
by: Wu, Tung-Yu, et al.
Published: (2024)
by: Wu, Tung-Yu, et al.
Published: (2024)
Unsupervised Speech Enhancement using Data-defined Priors
by: Klement, Dominik, et al.
Published: (2025)
by: Klement, Dominik, et al.
Published: (2025)
Deep Space Separable Distillation for Lightweight Acoustic Scene Classification
by: Ye, ShuQi, et al.
Published: (2024)
by: Ye, ShuQi, et al.
Published: (2024)
Deep Generic Representations for Domain-Generalized Anomalous Sound Detection
by: Saengthong, Phurich, et al.
Published: (2024)
by: Saengthong, Phurich, et al.
Published: (2024)
Similar Items
-
BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
by: Rauch, Lukas, et al.
Published: (2024) -
Can Masked Autoencoders Also Listen to Birds?
by: Rauch, Lukas, et al.
Published: (2025) -
Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event Detection
by: Zhang, Shiqi, et al.
Published: (2025) -
Big Data Approaches to Bovine Bioacoustics: A FAIR-Compliant Dataset and Scalable ML Framework for Precision Livestock Welfare
by: Kate, Mayuri, et al.
Published: (2025) -
NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics
by: Robinson, David, et al.
Published: (2024)