WO2024257097A3 - Représentations de locuteur pour la classification actif/inactif de la maladie de parkinson - Google Patents

Représentations de locuteur pour la classification actif/inactif de la maladie de parkinson Download PDF

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Publication number
WO2024257097A3
WO2024257097A3 PCT/IL2024/050578 IL2024050578W WO2024257097A3 WO 2024257097 A3 WO2024257097 A3 WO 2024257097A3 IL 2024050578 W IL2024050578 W IL 2024050578W WO 2024257097 A3 WO2024257097 A3 WO 2024257097A3
Authority
WO
WIPO (PCT)
Prior art keywords
state
parkinson
disease
user
classification
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Ceased
Application number
PCT/IL2024/050578
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English (en)
Other versions
WO2024257097A2 (fr
Inventor
Matthew Gibson
Filip JURCICEK
Ievgen KARAULOV
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
TECHNOLOGIES OF VOICE INTERFACE Ltd
Original Assignee
TECHNOLOGIES OF VOICE INTERFACE Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by TECHNOLOGIES OF VOICE INTERFACE Ltd filed Critical TECHNOLOGIES OF VOICE INTERFACE Ltd
Publication of WO2024257097A2 publication Critical patent/WO2024257097A2/fr
Publication of WO2024257097A3 publication Critical patent/WO2024257097A3/fr
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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Classifications

    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
    • G10L25/48—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use
    • G10L25/51—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination
    • G10L25/66—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination for extracting parameters related to health condition
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems

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  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Biomedical Technology (AREA)
  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Pathology (AREA)
  • Databases & Information Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Computational Linguistics (AREA)
  • Signal Processing (AREA)
  • Audiology, Speech & Language Pathology (AREA)
  • Human Computer Interaction (AREA)
  • Physics & Mathematics (AREA)
  • Acoustics & Sound (AREA)
  • Multimedia (AREA)
  • Medical Treatment And Welfare Office Work (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

L'invention concerne un procédé de classification de représentations de locuteur pour un utilisateur souffrant de la maladie de Parkinson. Le procédé comprend, après enrôlement de données avec des échantillons de parole dans un état ACTIF et dans un état INACTIF, la construction d'un profil de l'utilisateur dans un modèle auxiliaire, la surveillance d'un état de l'utilisateur et la réception d'un signal de test de l'utilisateur, l'extraction de représentations à partir d'un signal de test, et finalement, la classification du signal de reconnaissance en tant qu'état ACTIF ou état INACTIF.
PCT/IL2024/050578 2023-06-12 2024-06-11 Représentations de locuteur pour la classification actif/inactif de la maladie de parkinson Ceased WO2024257097A2 (fr)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US202363507480P 2023-06-12 2023-06-12
US63/507,480 2023-06-12

Publications (2)

Publication Number Publication Date
WO2024257097A2 WO2024257097A2 (fr) 2024-12-19
WO2024257097A3 true WO2024257097A3 (fr) 2025-01-23

Family

ID=93852763

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/IL2024/050578 Ceased WO2024257097A2 (fr) 2023-06-12 2024-06-11 Représentations de locuteur pour la classification actif/inactif de la maladie de parkinson

Country Status (1)

Country Link
WO (1) WO2024257097A2 (fr)

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180206775A1 (en) * 2017-01-23 2018-07-26 The Johns Hopkins University Measuring medication response using wearables for parkinson's disease
US20200365275A1 (en) * 2017-10-24 2020-11-19 Cambridge Cognition Limited System and method for assessing physiological state
US20210166797A1 (en) * 2019-11-30 2021-06-03 Kpn Innovations, Llc Methods and systems for informed selection of prescriptive therapies

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20180206775A1 (en) * 2017-01-23 2018-07-26 The Johns Hopkins University Measuring medication response using wearables for parkinson's disease
US20200365275A1 (en) * 2017-10-24 2020-11-19 Cambridge Cognition Limited System and method for assessing physiological state
US20210166797A1 (en) * 2019-11-30 2021-06-03 Kpn Innovations, Llc Methods and systems for informed selection of prescriptive therapies

Also Published As

Publication number Publication date
WO2024257097A2 (fr) 2024-12-19

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