Privacy-Enhancing Infant Cry Classification with Federated Transformers and Denoising Regularization
Fuente:
arXiv
Saved in:
| Main Authors: | Owino, Geofrey, Shibwabo, Bernard |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Domain-Agnostic Causal-Aware Audio Transformer for Infant Cry Classification
by: Owino, Geofrey, et al.
Published: (2025)
by: Owino, Geofrey, et al.
Published: (2025)
InfantCryNet: A Data-driven Framework for Intelligent Analysis of Infant Cries
by: Hong, Mengze, et al.
Published: (2024)
by: Hong, Mengze, et al.
Published: (2024)
Infant Cry Detection Using Causal Temporal Representation
by: Fu, Minghao, et al.
Published: (2025)
by: Fu, Minghao, et al.
Published: (2025)
When Denoising Hinders: Revisiting Zero-Shot ASR with SAM-Audio and Whisper
by: Islam, Akif, et al.
Published: (2026)
by: Islam, Akif, et al.
Published: (2026)
Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments
by: Quan, Minh K., et al.
Published: (2025)
by: Quan, Minh K., et al.
Published: (2025)
Geometry-Aware Optimization for Respiratory Sound Classification: Enhancing Sensitivity with SAM-Optimized Audio Spectrogram Transformers
by: Işık, Atakan, et al.
Published: (2025)
by: Işık, Atakan, et al.
Published: (2025)
SAND Challenge: Four Approaches for Dysartria Severity Classification
by: Deshpande, Gauri, et al.
Published: (2025)
by: Deshpande, Gauri, et al.
Published: (2025)
CryCeleb: A Speaker Verification Dataset Based on Infant Cry Sounds
by: Budaghyan, David, et al.
Published: (2023)
by: Budaghyan, David, et al.
Published: (2023)
Structured-Noise Masked Modeling for Video, Audio and Beyond
by: Bhowmik, Aritra, et al.
Published: (2025)
by: Bhowmik, Aritra, et al.
Published: (2025)
Improving Underwater Acoustic Classification Through Learnable Gabor Filter Convolution and Attention Mechanisms
by: Domingos, Lucas Cesar Ferreira, et al.
Published: (2025)
by: Domingos, Lucas Cesar Ferreira, et al.
Published: (2025)
LMU-Based Sequential Learning and Posterior Ensemble Fusion for Cross-Domain Infant Cry Classification
by: Jazaeri, Niloofar, et al.
Published: (2026)
by: Jazaeri, Niloofar, et al.
Published: (2026)
AI-Driven Acoustic Voice Biomarker-Based Hierarchical Classification of Benign Laryngeal Voice Disorders from Sustained Vowels
by: Annabestani, Mohsen, et al.
Published: (2025)
by: Annabestani, Mohsen, et al.
Published: (2025)
Fusing Memory and Attention: A study on LSTM, Transformer and Hybrid Architectures for Symbolic Music Generation
by: Ghoshal, Soudeep, et al.
Published: (2026)
by: Ghoshal, Soudeep, et al.
Published: (2026)
DAStatFormer: A Hybrid Multibranch Transformer with Statistical Feature Integration for DAS-Based Pattern Recognitions
by: Dione, Michel, et al.
Published: (2026)
by: Dione, Michel, et al.
Published: (2026)
Comparative Analysis of CNN and Transformer Architectures with Heart Cycle Normalization for Automated Phonocardiogram Classification
by: Sondermann, Martin, et al.
Published: (2025)
by: Sondermann, Martin, et al.
Published: (2025)
Run-Time Adaptation of Neural Beamforming for Robust Speech Dereverberation and Denoising
by: Fujita, Yoto, et al.
Published: (2024)
by: Fujita, Yoto, et al.
Published: (2024)
Differentiable Time-Varying IIR Filtering for Real-Time Speech Denoising
by: Rota, Riccardo, et al.
Published: (2026)
by: Rota, Riccardo, et al.
Published: (2026)
D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription
by: Kim, Hounsu, et al.
Published: (2025)
by: Kim, Hounsu, et al.
Published: (2025)
Learning Linearity in Audio Consistency Autoencoders via Implicit Regularization
by: Torres, Bernardo, et al.
Published: (2025)
by: Torres, Bernardo, et al.
Published: (2025)
Progressive Rock Music Classification
by: Nagar, Arpan, et al.
Published: (2025)
by: Nagar, Arpan, et al.
Published: (2025)
Beyond saliency: enhancing explanation of speech emotion recognition with expert-referenced acoustic cues
by: Nasr, Seham, et al.
Published: (2025)
by: Nasr, Seham, et al.
Published: (2025)
Preference-Based Learning in Audio Applications: A Systematic Analysis
by: Broukhim, Aaron, et al.
Published: (2025)
by: Broukhim, Aaron, et al.
Published: (2025)
Model Merging Improves Zero-Shot Generalization in Bioacoustic Foundation Models
by: Marincione, Davide, et al.
Published: (2025)
by: Marincione, Davide, et al.
Published: (2025)
Aria-MIDI: A Dataset of Piano MIDI Files for Symbolic Music Modeling
by: Bradshaw, Louis, et al.
Published: (2025)
by: Bradshaw, Louis, et al.
Published: (2025)
Flowing Straighter with Conditional Flow Matching for Accurate Speech Enhancement
by: Cross, Mattias, et al.
Published: (2025)
by: Cross, Mattias, et al.
Published: (2025)
AudioCodecBench: A Comprehensive Benchmark for Audio Codec Evaluation
by: Wang, Lu, et al.
Published: (2025)
by: Wang, Lu, et al.
Published: (2025)
AUDETER: A Large-scale Dataset for Deepfake Audio Detection in Open Worlds
by: Wang, Qizhou, et al.
Published: (2025)
by: Wang, Qizhou, et al.
Published: (2025)
Who Will Top the Charts? Multimodal Music Popularity Prediction via Adaptive Fusion of Modality Experts and Temporal Engagement Modeling
by: Choudhary, Yash, et al.
Published: (2025)
by: Choudhary, Yash, et al.
Published: (2025)
Hookpad Aria: A Copilot for Songwriters
by: Donahue, Chris, et al.
Published: (2025)
by: Donahue, Chris, et al.
Published: (2025)
DAFMSVC: One-Shot Singing Voice Conversion with Dual Attention Mechanism and Flow Matching
by: Chen, Wei, et al.
Published: (2025)
by: Chen, Wei, et al.
Published: (2025)
QAMRO: Quality-aware Adaptive Margin Ranking Optimization for Human-aligned Assessment of Audio Generation Systems
by: Wang, Chien-Chun, et al.
Published: (2025)
by: Wang, Chien-Chun, et al.
Published: (2025)
Survey on the Evaluation of Generative Models in Music
by: Lerch, Alexander, et al.
Published: (2025)
by: Lerch, Alexander, et al.
Published: (2025)
Evaluation of Deep Audio Representations for Hearables
by: Gröger, Fabian, et al.
Published: (2025)
by: Gröger, Fabian, et al.
Published: (2025)
Explicit Context-Driven Neural Acoustic Modeling for High-Fidelity RIR Generation
by: Si, Chen, et al.
Published: (2025)
by: Si, Chen, et al.
Published: (2025)
NVSpeech: An Integrated and Scalable Pipeline for Human-Like Speech Modeling with Paralinguistic Vocalizations
by: Liao, Huan, et al.
Published: (2025)
by: Liao, Huan, et al.
Published: (2025)
Myna: Masking-Based Contrastive Learning of Musical Representations
by: Yonay, Ori, et al.
Published: (2025)
by: Yonay, Ori, et al.
Published: (2025)
Tri-MTL: A Triple Multitask Learning Approach for Respiratory Disease Diagnosis
by: Kim, June-Woo, et al.
Published: (2025)
by: Kim, June-Woo, et al.
Published: (2025)
Beat Tracking as Object Detection
by: Ahn, Jaehoon, et al.
Published: (2025)
by: Ahn, Jaehoon, et al.
Published: (2025)
Explainable Multi-Modal Deep Learning for Automatic Detection of Lung Diseases from Respiratory Audio Signals
by: Saky, S M Asiful Islam, et al.
Published: (2025)
by: Saky, S M Asiful Islam, et al.
Published: (2025)
Lyrics Matter: Exploiting the Power of Learnt Representations for Music Popularity Prediction
by: Choudhary, Yash, et al.
Published: (2025)
by: Choudhary, Yash, et al.
Published: (2025)
Similar Items
-
Domain-Agnostic Causal-Aware Audio Transformer for Infant Cry Classification
by: Owino, Geofrey, et al.
Published: (2025) -
InfantCryNet: A Data-driven Framework for Intelligent Analysis of Infant Cries
by: Hong, Mengze, et al.
Published: (2024) -
Infant Cry Detection Using Causal Temporal Representation
by: Fu, Minghao, et al.
Published: (2025) -
When Denoising Hinders: Revisiting Zero-Shot ASR with SAM-Audio and Whisper
by: Islam, Akif, et al.
Published: (2026) -
Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments
by: Quan, Minh K., et al.
Published: (2025)