Cover Image

PPINtonus: Early Detection of Parkinson's Disease Using Deep-Learning Tonal Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Reddy, Varun
Format:	Preprint
Published:	2024
Subjects:	Audio and Speech Processing Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Detection and Forecasting of Parkinson Disease Progression from Speech Signal Features Using MultiLayer Perceptron and LSTM
by: Ali, Majid, et al.
Published: (2024)

Does Language Matter for Early Detection of Parkinson's Disease from Speech?
by: Plantinga, Peter, et al.
Published: (2025)

Investigating the Effectiveness of Explainability Methods in Parkinson's Detection from Speech
by: Mancini, Eleonora, et al.
Published: (2024)

Innovative Speech-Based Deep Learning Approaches for Parkinson's Disease Classification: A Systematic Review
by: van Gelderen, Lisanne, et al.
Published: (2024)

Bilingual Dual-Head Deep Model for Parkinson's Disease Detection from Speech
by: La Quatra, Moreno, et al.
Published: (2025)

Towards the Next Frontier in Speech Representation Learning Using Disentanglement
by: Krishna, Varun, et al.
Published: (2024)

A Novel Hybrid Deep Learning Technique for Speech Emotion Detection using Feature Engineering
by: Chowdhury, Shahana Yasmin, et al.
Published: (2025)

DeepEmoNet: Building Machine Learning Models for Automatic Emotion Recognition in Human Speeches
by: Vu, Tai
Published: (2025)

Graph Neural Networks for Parkinsons Disease Detection
by: Sheikh, Shakeel A., et al.
Published: (2024)

Respiratory Inhaler Sound Event Classification Using Self-Supervised Learning
by: Panah, Davoud Shariat, et al.
Published: (2025)

AFEN: Respiratory Disease Classification using Ensemble Learning
by: Nadkarni, Rahul, et al.
Published: (2024)

Blind Separation of Vibration Sources using Deep Learning and Deconvolution
by: Makienko, Igor, et al.
Published: (2024)

A Survey of Deep Learning Audio Generation Methods
by: Božić, Matej, et al.
Published: (2024)

Automatic Pronunciation Error Detection and Correction of the Holy Quran's Learners Using Deep Learning
by: Abdelfattah, Abdullah, et al.
Published: (2025)

RepCNN: Micro-sized, Mighty Models for Wakeword Detection
by: Kundu, Arnav, et al.
Published: (2024)

On the Joint Minimization of Regularization Loss Functions in Deep Variational Bayesian Methods for Attribute-Controlled Symbolic Music Generation
by: Pettenó, Matteo, et al.
Published: (2025)

autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks
by: Rampp, Simon, 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)

Dhvani: A Weakly-supervised Phonemic Error Detection and Personalized Feedback System for Hindi
by: Rustagi, Arnav, et al.
Published: (2025)

Hybrid Disagreement-Diversity Active Learning for Bioacoustic Sound Event Detection
by: Zhang, Shiqi, et al.
Published: (2025)

Deep Learning-Based Automatic Multi-Level Airway Collapse Monitoring on Obstructive Sleep Apnea Patients
by: Hsu, Ying-Chieh, et al.
Published: (2024)

Towards Human-in-the-Loop Onset Detection: A Transfer Learning Approach for Maracatu
by: Pinto, António Sá
Published: (2025)

A Benchmark for Early-stage Parkinson's Disease Detection from Speech
by: Zhong, Terry Yi, et al.
Published: (2026)

Robust COVID-19 Detection from Cough Sounds using Deep Neural Decision Tree and Forest: A Comprehensive Cross-Datasets Evaluation
by: Islam, Rofiqul, et al.
Published: (2025)

Reproducible Machine Learning-based Voice Pathology Detection: Introducing the Pitch Difference Feature
by: Vrba, Jan, et al.
Published: (2024)

DAISY: Data Adaptive Self-Supervised Early Exit for Speech Representation Models
by: Lin, Tzu-Quan, et al.
Published: (2024)

Whisper in Medusa's Ear: Multi-head Efficient Decoding for Transformer-based ASR
by: Segal-Feldman, Yael, et al.
Published: (2024)

Re-ENACT: Reinforcement Learning for Emotional Speech Generation using Actor-Critic Strategy
by: Shankar, Ravi, et al.
Published: (2024)

Lightweight Joint Audio-Visual Deepfake Detection via Single-Stream Multi-Modal Learning Framework
by: Zhang, Kuiyuan, et al.
Published: (2025)

The T05 System for The VoiceMOS Challenge 2024: Transfer Learning from Deep Image Classifier to Naturalness MOS Prediction of High-Quality Synthetic Speech
by: Baba, Kaito, et al.
Published: (2024)

A XAI-based Framework for Frequency Subband Characterization of Cough Spectrograms in Chronic Respiratory Disease
by: Amado-Caballero, Patricia, et al.
Published: (2025)

Multimodal Audio-based Disease Prediction with Transformer-based Hierarchical Fusion Network
by: Cai, Jinjin, et al.
Published: (2024)

Deep Neural Network for Musical Instrument Recognition using MFCCs
by: Mahanta, Saranga Kingkor, et al.
Published: (2021)

Manikin-Recorded Cardiopulmonary Sounds Dataset Using Digital Stethoscope
by: Torabi, Yasaman, et al.
Published: (2024)

aTENNuate: Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio
by: Pei, Yan Ru, et al.
Published: (2024)

Audio-Based Pedestrian Detection in the Presence of Vehicular Noise
by: Kim, Yonghyun, et al.
Published: (2025)

Analyzing and Fine-Tuning Whisper Models for Multilingual Pilot Speech Transcription in the Cockpit
by: Nareddy, Kartheek Kumar Reddy, et al.
Published: (2025)

Can Layer-wise SSL Features Improve Zero-Shot ASR Performance for Children's Speech?
by: Sinha, Abhijit, et al.
Published: (2025)

SwiftF0: Fast and Accurate Monophonic Pitch Detection
by: Nieradzik, Lars
Published: (2025)

Evaluating Fake Music Detection Performance Under Audio Augmentations
by: Sroka, Tomasz, et al.
Published: (2025)