Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features | Paper Citation Record

Observation 102ecc7b-0ca1-4025-ab9a-98f1cb735887 · outbound

This paper cites Detecting Parkinson’s Disease Using V oice Recordings From Mobile Devices.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Detecting Parkinson’s Disease Using V oice Recordings From Mobile Devices

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Observation d4c3843f-9a9f-4df1-903d-e306ca33c2b8 · outbound

This paper cites Parkinson’s Disease [web page].

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Parkinson’s Disease [web page]

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This paper cites Accessed: 5 February 2024.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Accessed: 5 February 2024

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Observation 250bda25-d9ec-4486-8c09-ccad9e8d7b9d · outbound

This paper cites Speech disorders in Parkinson’s disease: early diagnostics and effects of medication and brain stimulation.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Speech disorders in Parkinson’s disease: early diagnostics and effects of medication and brain stimulation

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Observation 24a03968-c728-4177-86bf-5df944f0ed02 · outbound

This paper cites Hypokinetic Dysarthria in Parkin- son’s Disease: A Narrative Review.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Hypokinetic Dysarthria in Parkin- son’s Disease: A Narrative Review

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Observation 578bf038-44c8-429d-a112-40c6fa0e4845 · outbound

This paper cites Speech and language biomarkers for Parkinson’s disease prediction, early diagnosis and pro- gression.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Speech and language biomarkers for Parkinson’s disease prediction, early diagnosis and pro- gression

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Observation f96fc25f-540a-439d-9df0-a51eb22c55b0 · outbound

This paper cites Parkinson’s disease.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Parkinson’s disease

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Observation 1f4a214c-d12a-44b0-bd0c-6878a72d332a · outbound

This paper cites Early treatment of Parkinson’s disease: Opportunities for managed care.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Early treatment of Parkinson’s disease: Opportunities for managed care

Reference 8

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Observation 55122d17-742d-480e-bff3-ed342c2e9b79 · outbound

This paper cites Machine learning for the diagnosis of Parkinson’s disease: A review of literature.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Machine learning for the diagnosis of Parkinson’s disease: A review of literature

Reference 9

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Observation d7177a15-58d6-4c7d-9383-ef70fbc3e87f · outbound

This paper cites Advances in Parkinson’s disease detection and as- sessment using voice and speech: A review of the articulatory and phona- tory aspects.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Advances in Parkinson’s disease detection and as- sessment using voice and speech: A review of the articulatory and phona- tory aspects

Reference 10

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Observation 846245f6-9c28-428a-a3a9-17ed36f4cc29 · outbound

This paper cites Early detection of Parkinson’s disease through speech features and machine learning: A review.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Early detection of Parkinson’s disease through speech features and machine learning: A review

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Observation 74c2088f-dd2c-43e2-bc21-c16adebf4e8f · outbound

This paper cites Interpretable Parkinson’s Disease Detection Using Group-Wise Scaling.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Interpretable Parkinson’s Disease Detection Using Group-Wise Scaling

Reference 12

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Observation 042ae728-58cf-47e2-8311-cff4d8f1d6e0 · outbound

This paper cites Use of machine learning and voice for multi- class classification of Parkinson’s disease, chronic obstructive pulmonary disease, and healthy controls.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Use of machine learning and voice for multi- class classification of Parkinson’s disease, chronic obstructive pulmonary disease, and healthy controls

Reference 13

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Observation 12ade99a-f5f9-4231-8609-03fa90fc3c7c · outbound

This paper cites Automated analysis of connected speech reveals early biomarkers of Parkinson’s disease in patients with rapid eye movement sleep behaviour disorder.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Automated analysis of connected speech reveals early biomarkers of Parkinson’s disease in patients with rapid eye movement sleep behaviour disorder

Reference 14

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Observation f953f504-196d-4b5c-9603-18ee34c0d7ec · outbound

This paper cites Detecting Parkinson’s disease from sustained phonation and speech signals.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Detecting Parkinson’s disease from sustained phonation and speech signals

Reference 15

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Observation fc11858e-92ba-4362-8cfd-24ff68a01e23 · outbound

This paper cites Things to Consider When Automatically Detecting Parkinson’s Disease Using the Phonation of Sustained V owels: Analysis of Methodological Issues.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Things to Consider When Automatically Detecting Parkinson’s Disease Using the Phonation of Sustained V owels: Analysis of Methodological Issues

Reference 16

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Observation 02e69949-6d6f-467a-90e1-f145f398f98b · outbound

This paper cites Automatic Detection of Parkin- son’s Disease from Continuous Speech Recorded in Non-Controlled Noise Conditions.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Automatic Detection of Parkin- son’s Disease from Continuous Speech Recorded in Non-Controlled Noise Conditions

Reference 17

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Observation e613d93e-895e-476e-8077-f48f38c3bfd0 · outbound

This paper cites Automatic Detection of Parkinson’s Disease in Running Speech Spoken in Three Different Languages.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Automatic Detection of Parkinson’s Disease in Running Speech Spoken in Three Different Languages

Reference 18

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Observation 4c5f7fa5-70bd-40d5-85b7-0494bb3169b1 · outbound

This paper cites Parkinson’s Disease Classification Framework Using V ocal Dynamics in Connected Speech.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Parkinson’s Disease Classification Framework Using V ocal Dynamics in Connected Speech

Reference 19

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Observation 3688178e-045a-447e-9ef9-dbbee7899e81 · outbound

This paper cites CNN-Based Identification of Parkinson’s Disease from Continuous Speech in Noisy Environments.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features CNN-Based Identification of Parkinson’s Disease from Continuous Speech in Noisy Environments

Reference 20

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Observation 61a77ec5-9036-489b-8f43-cb82befa0860 · outbound

This paper cites Evaluating the Effectiveness of Pre-Trained Audio Embeddings for Classification of Parkinson’s Disease Speech Data.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Evaluating the Effectiveness of Pre-Trained Audio Embeddings for Classification of Parkinson’s Disease Speech Data

Reference 21

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Observation b05890a8-6704-48b9-a547-92bb5d3295e5 · outbound

This paper cites Has machine learning over- promised in healthcare?: A critical analysis and a proposal for improved evaluation, with evidence from Parkinson’s disease.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Has machine learning over- promised in healthcare?: A critical analysis and a proposal for improved evaluation, with evidence from Parkinson’s disease

Reference 22

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Observation 9d2ef622-4e8b-4e12-bd79-ddaa774b48ef · outbound

This paper cites NeuroV oz: a Castillian Spanish corpus of parkinsonian speech.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features NeuroV oz: a Castillian Spanish corpus of parkinsonian speech

Reference 23

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Observation bce9d91f-1f5f-48de-a46d-8a796d34735f · outbound

This paper cites openSMILE: The Munich Versatile and Fast Open-Source Audio Feature Extractor.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features openSMILE: The Munich Versatile and Fast Open-Source Audio Feature Extractor

Reference 24

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This paper cites The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for V oice Research and Affective Computing.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features The Geneva Minimalistic Acoustic Parameter Set (GeMAPS) for V oice Research and Affective Computing

Reference 25

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Observation 20fb258a-755a-48ea-b6d7-e53586813ed1 · outbound

This paper cites Statistics; 2024.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Statistics; 2024

Reference 26

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Observation c2f66392-1d1b-47e6-b5d2-4a0857899e09 · outbound

This paper cites How does Parkinson’s disease affect quality of life? A comparison with quality of life in the general population.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features How does Parkinson’s disease affect quality of life? A comparison with quality of life in the general population

Reference 27

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Observation 4f5a7902-b98a-4c46-93dd-c8c5a346d787 · outbound

This paper cites Defining Fundamental Frequency for Al- most Harmonic Signals.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Defining Fundamental Frequency for Al- most Harmonic Signals

Reference 28

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Observation cd71f9fe-3a4b-4f1e-8815-d3ac84e4a889 · outbound

This paper cites Estimating Inharmonic Signals with Optimal Transport Priors.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Estimating Inharmonic Signals with Optimal Transport Priors

Reference 29

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Observation aa2f9d77-7983-471d-a7a3-06119bb09252 · outbound

This paper cites V osk Speech Recognition Toolkit [web page]; 2024.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features V osk Speech Recognition Toolkit [web page]; 2024

Reference 30

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Observation 05131354-7b21-40ed-ab6c-c90a96b0446a · outbound

This paper cites Introduction to Speech Processing: 2nd Edition.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Introduction to Speech Processing: 2nd Edition

Reference 31

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Observation e216ab78-49ae-40cf-9ba6-47f2aa850c74 · outbound

This paper cites Harmonic to Noise Ratio Measurement – Selection of Window and Length.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Harmonic to Noise Ratio Measurement – Selection of Window and Length

Reference 32

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Observation 91cd7564-b53b-4ea7-bcd6-4407cf145902 · outbound

This paper cites Multi-Pitch Estimation.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Multi-Pitch Estimation

Reference 33

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Observation afb4332d-ebea-44e4-95d8-70e8058dd217 · outbound

This paper cites Multiple Fundamental Frequency Estimation Based on Harmonicity and Spectral Smoothness.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Multiple Fundamental Frequency Estimation Based on Harmonicity and Spectral Smoothness

Reference 34

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Observation f62767bf-3d0b-4f69-9b50-eb4d8b52e948 · outbound

This paper cites Optimizing Parkinson’s Disease Prediction: A Comparative Analysis of Data Aggregation Methods Using Multiple V oice Recordings via an Automated Artificial Intelligence Pipeline.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Optimizing Parkinson’s Disease Prediction: A Comparative Analysis of Data Aggregation Methods Using Multiple V oice Recordings via an Automated Artificial Intelligence Pipeline

Reference 35

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This paper cites Things to Consider When Automatically Detecting Parkinson’s Disease Using the Phonation of Sustained V owels: Analysis of Methodological Issues.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Things to Consider When Automatically Detecting Parkinson’s Disease Using the Phonation of Sustained V owels: Analysis of Methodological Issues

Reference 36

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Observation 7e3cd05d-acd4-4b6f-a395-4fd8c3a092c6 · outbound

This paper cites Reliable AI via Age-Balanced Validation: Fair Model Selection for Parkinson’s Detection from V oice.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Reliable AI via Age-Balanced Validation: Fair Model Selection for Parkinson’s Detection from V oice

Reference 37

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Observation d52b6d32-79a1-41dd-8c47-4a6884c942d5 · outbound

This paper cites XGBoost: A Scalable Tree Boosting System.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features XGBoost: A Scalable Tree Boosting System

Reference 38

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Observation 83787911-7294-419b-892a-d39bfbe5a678 · outbound

This paper cites Regularization and Variable Selection via the Elastic Net.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Regularization and Variable Selection via the Elastic Net

Reference 39

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Observation f8d0c4bb-5fe6-41f9-ab00-c30a44a7e64c · outbound

This paper cites Regularization Paths for Generalized Linear Models via Coordinate Descent.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Regularization Paths for Generalized Linear Models via Coordinate Descent

Reference 40

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Observation 56f8609d-ef47-4cf9-89f5-7f7d19f386a3 · outbound

This paper cites Small Area Shrinkage Estimation.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features Small Area Shrinkage Estimation

Reference 41

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Observation 17c8ef91-ae29-4a77-9cda-6137bc1ce42c · outbound

This paper cites On Combining Classi- fiers.

Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features On Combining Classi- fiers

Reference 42

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