Imagen de Portada

HumekaFL: Automated Detection of Neonatal Asphyxia Using Federated Learning

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zantou, Pamely, Guda, Blessed, Retta, Bereket, Inabeza, Gladys, Joe-Wong, Carlee, Gueye, Assane
Formato:	Preprint
Publicado:	2024
Materias:	Machine Learning Audio and Speech Processing
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

REVERB-FL: Server-Side Adversarial and Reserve-Enhanced Federated Learning for Robust Audio Classification
por: Peechara, Sathwika, et al.
Publicado: (2025)

Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection
por: Liu, Yin-Long, et al.
Publicado: (2025)

Automatic Detection of Depression in Speech Using Ensemble Convolutional Neural Networks
por: Vázquez-Romero, Adrián, et al.
Publicado: (2024)

Microphone Occlusion Mitigation for Own-Voice Enhancement in Head-Worn Microphone Arrays Using Switching-Adaptive Beamforming
por: Middelberg, Wiebke, et al.
Publicado: (2025)

Transfer Learning for Paediatric Sleep Apnoea Detection Using Physiology-Guided Acoustic Models
por: Niu, Chaoyue, et al.
Publicado: (2025)

EEND-SAA: Enrollment-Less Main Speaker Voice Activity Detection Using Self-Attention Attractors
por: Wu, Wen-Yung, et al.
Publicado: (2025)

SpeechT-RAG: Reliable Depression Detection in LLMs with Retrieval-Augmented Generation Using Speech Timing Information
por: Zhang, Xiangyu, et al.
Publicado: (2025)

ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech
por: Wang, Xin, et al.
Publicado: (2025)

Enhancing Situational Awareness in Wearable Audio Devices Using a Lightweight Sound Event Localization and Detection System
por: Yeow, Jun-Wei, et al.
Publicado: (2025)

Adaptive Federated Fine-Tuning of Self-Supervised Speech Representations
por: Guo, Xin, et al.
Publicado: (2026)

Explainable DNN-based Beamformer with Postfilter
por: Cohen, Adi, et al.
Publicado: (2024)

Abusive Speech Detection in Indic Languages Using Acoustic Features
por: Spiesberger, Anika A., et al.
Publicado: (2024)

Neural Encoding Detection is Not All You Need for Synthetic Speech Detection
por: Cuccovillo, Luca, et al.
Publicado: (2026)

Automating Urban Soundscape Enhancements with AI: In-situ Assessment of Quality and Restorativeness in Traffic-Exposed Residential Areas
por: Lam, Bhan, et al.
Publicado: (2024)

Full-Duplex-Bench-v2: A Multi-Turn Evaluation Framework for Duplex Dialogue Systems with an Automated Examiner
por: Lin, Guan-Ting, et al.
Publicado: (2025)

AudioSetCaps: An Enriched Audio-Caption Dataset using Automated Generation Pipeline with Large Audio and Language Models
por: Bai, Jisheng, et al.
Publicado: (2024)

Kinship Verification Using Voice
por: Mishra, Jagabandhu, et al.
Publicado: (2026)

Post-training for Deepfake Speech Detection
por: Ge, Wanying, et al.
Publicado: (2025)

Fine-Grained Engine Fault Sound Event Detection Using Multimodal Signals
por: Fedorishin, Dennis, et al.
Publicado: (2024)

Generalized Audio Deepfake Detection Using Frame-level Latent Information Entropy
por: Zhao, Botao, et al.
Publicado: (2025)

D3-Guard: Acoustic-based Drowsy Driving Detection Using Smartphones
por: Xie, Yadong, et al.
Publicado: (2025)

Spatial-Magnifier: Spatial upsampling for multichannel speech enhancement
por: Lee, Dongheon, et al.
Publicado: (2026)

Audio Deepfake Detection at the First Greeting: "Hi!"
por: Shi, Haohan, et al.
Publicado: (2026)

Automatic Sound Event Detection and Classification of Great Ape Calls Using Neural Networks
por: Jiang, Zifan, et al.
Publicado: (2023)

Quantitative Analysis of Proxy Tasks for Anomalous Sound Detection
por: Shin, Seunghyeon, et al.
Publicado: (2026)

Discriminative Neighborhood Smoothing for Generative Anomalous Sound Detection
por: Fujimura, Takuya, et al.
Publicado: (2024)

HCFD: A Benchmark for Audio Deepfake Detection in Healthcare
por: Akhtar, Mohd Mujtaba, et al.
Publicado: (2026)

Class-Incremental Learning for Sound Event Localization and Detection
por: Pandey, Ruchi, et al.
Publicado: (2024)

Are Multimodal Foundation Models All That Is Needed for Emofake Detection?
por: Akhtar, Mohd Mujtaba, et al.
Publicado: (2025)

Robust Speech Activity Detection in the Presence of Singing Voice
por: Grundhuber, Philipp, et al.
Publicado: (2025)

The Risks and Detection of Overestimated Privacy Protection in Voice Anonymisation
por: Panariello, Michele, et al.
Publicado: (2025)

Teaching Machines to Speak Using Articulatory Control
por: Anand, Akshay, et al.
Publicado: (2025)

Discrete Audio Representations for Automated Audio Captioning
por: Tian, Jingguang, et al.
Publicado: (2025)

Detect, Attend and Extract: Keyword Guided Target Speaker Extraction
por: Li, Haoyu, et al.
Publicado: (2026)

Over-the-Air Adversarial Attack Detection: from Datasets to Defenses
por: Wang, Li, et al.
Publicado: (2025)

CoLLAB: A Collaborative Approach for Multilingual Abuse Detection
por: Phukan, Orchid Chetia, et al.
Publicado: (2024)

NeuRO: An Application for Code-Switched Autism Detection in Children
por: Akhtar, Mohd Mujtaba, et al.
Publicado: (2024)

BUT Systems for Environmental Sound Deepfake Detection in the ESDD 2026 Challenge
por: Peng, Junyi, et al.
Publicado: (2025)

Sequence-to-Sequence Neural Diarization with Automatic Speaker Detection and Representation
por: Cheng, Ming, et al.
Publicado: (2024)

An End-To-End Stuttering Detection Method Based On Conformer And BILSTM
por: Liu, Xiaokang, et al.
Publicado: (2024)