Copertina

Detection and Forecasting of Parkinson Disease Progression from Speech Signal Features Using MultiLayer Perceptron and LSTM

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Ali, Majid, Shakir, Hina, Samreen, Asia, Ahmed, Sohaib
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Machine Learning Artificial Intelligence Sound Audio and Speech Processing
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Comparison of Speech Tasks in Human Expert and Machine Detection of Parkinson's Disease
di: Plantinga, Peter, et al.
Pubblicazione: (2025)

Evaluating Parkinson's Disease Detection in Anonymized Speech: A Performance and Acoustic Analysis
di: Franzreb, Carlos, et al.
Pubblicazione: (2026)

On the Relevance of Clinical Assessment Tasks for the Automatic Detection of Parkinson's Disease Medication State from Speech
di: Gimeno-Gómez, David, et al.
Pubblicazione: (2025)

Towards a Generalizable Speech Marker for Parkinson's Disease Diagnosis
di: Siniukov, Maksim, et al.
Pubblicazione: (2025)

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

Speech Emotion Recognition Using MFCC Features and LSTM-Based Deep Learning Model
di: Oluwademilade, Adelekun, et al.
Pubblicazione: (2026)

Speech as a Biomarker for Disease Detection
di: Botelho, Catarina, et al.
Pubblicazione: (2024)

Speech Intelligibility Assessment with Uncertainty-Aware Whisper Embeddings and sLSTM
di: Zezario, Ryandhimas E., et al.
Pubblicazione: (2025)

Adapting Self-Supervised Speech Representations for Cross-lingual Dysarthria Detection in Parkinson's Disease
di: Hernandez, Abner, et al.
Pubblicazione: (2026)

Cross-Lingual Multi-Granularity Framework for Interpretable Parkinson's Disease Diagnosis from Speech
di: Tougui, Ilias, et al.
Pubblicazione: (2025)

Restorative Speech Enhancement: A Progressive Approach Using SE and Codec Modules
di: Chiang, Hsin-Tien, et al.
Pubblicazione: (2024)

Speech Emotion Detection Based on MFCC and CNN-LSTM Architecture
di: Ouyang, Qianhe
Pubblicazione: (2025)

Unmasking Deepfakes: Leveraging Augmentations and Features Variability for Deepfake Speech Detection
di: Rimon, Inbal, et al.
Pubblicazione: (2025)

Zero-Shot Parkinson's Disease Detection from Speech: Comparing Large Audio and Language Models
di: Kabir, Muhammad Ashad, et al.
Pubblicazione: (2026)

Zero-Shot Recognition of Dysarthric Speech Using Commercial Automatic Speech Recognition and Multimodal Large Language Models
di: Alsayegh, Ali, et al.
Pubblicazione: (2025)

Improvement and Implementation of a Speech Emotion Recognition Model Based on Dual-Layer LSTM
di: Yang, Xiaoran, et al.
Pubblicazione: (2024)

Crab: Multi Layer Contrastive Supervision to Improve Speech Emotion Recognition Under Both Acted and Natural Speech Condition
di: Ueda, Lucas H., et al.
Pubblicazione: (2026)

Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility
di: Zheng, Xiuwen, et al.
Pubblicazione: (2024)

Speech Representation Analysis based on Inter- and Intra-Model Similarities
di: Kheir, Yassine El, et al.
Pubblicazione: (2024)

MMM: Multi-Layer Multi-Residual Multi-Stream Discrete Speech Representation from Self-supervised Learning Model
di: Shi, Jiatong, et al.
Pubblicazione: (2024)

xLSTM-SENet: xLSTM for Single-Channel Speech Enhancement
di: Kühne, Nikolai Lund, et al.
Pubblicazione: (2025)

Device Feature based on Graph Fourier Transformation with Logarithmic Processing For Detection of Replay Speech Attacks
di: He, Mingrui, et al.
Pubblicazione: (2024)

Audio-Based Linguistic Feature Extraction for Enhancing Multi-lingual and Low-Resource Text-to-Speech
di: Kim, Youngjae, et al.
Pubblicazione: (2024)

An Efficient End-to-End Approach to Noise Invariant Speech Features via Multi-Task Learning
di: Guimarães, Heitor R., et al.
Pubblicazione: (2024)

Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?
di: Aldeneh, Zakaria, et al.
Pubblicazione: (2024)

Hierarchical Decoding for Discrete Speech Synthesis with Multi-Resolution Spoof Detection
di: Zhao, Junchuan, et al.
Pubblicazione: (2026)

Diffusion-based Signal Refiner for Speech Enhancement and Separation
di: Hirano, Masato, et al.
Pubblicazione: (2023)

PCQ: Emotion Recognition in Speech via Progressive Channel Querying
di: Wang, Xincheng, et al.
Pubblicazione: (2024)

Layer-wise Analysis for Quality of Multilingual Synthesized Speech
di: Cooper, Erica, et al.
Pubblicazione: (2025)

Robust AI-Synthesized Speech Detection Using Feature Decomposition Learning and Synthesizer Feature Augmentation
di: Zhang, Kuiyuan, et al.
Pubblicazione: (2024)

Interpreting End-to-End Deep Learning Models for Speech Source Localization Using Layer-wise Relevance Propagation
di: Comanducci, Luca, et al.
Pubblicazione: (2024)

Exploiting Audio-Visual Features with Pretrained AV-HuBERT for Multi-Modal Dysarthric Speech Reconstruction
di: Chen, Xueyuan, et al.
Pubblicazione: (2024)

Integrating Pause Information with Word Embeddings in Language Models for Alzheimer's Disease Detection from Spontaneous Speech
di: Pu, Yu, et al.
Pubblicazione: (2025)

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

End-to-End Integration of Speech Emotion Recognition with Voice Activity Detection using Self-Supervised Learning Features
di: Yamashita, Natsuo, et al.
Pubblicazione: (2024)

From Human Speech to Ocean Signals: Transferring Speech Large Models for Underwater Acoustic Target Recognition
di: Huang, Mengcheng, et al.
Pubblicazione: (2026)

PURE Codec: Progressive Unfolding of Residual Entropy for Speech Codec Learning
di: Shi, Jiatong, et al.
Pubblicazione: (2025)

Progressive Residual Extraction based Pre-training for Speech Representation Learning
di: Wang, Tianrui, et al.
Pubblicazione: (2024)

SNR-Progressive Model with Harmonic Compensation for Low-SNR Speech Enhancement
di: Hou, Zhongshu, et al.
Pubblicazione: (2024)

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