WO2024257097A3 - Speaker embeddings for parkinson's disease on/off classification - Google Patents

Speaker embeddings for parkinson's disease on/off classification 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
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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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French (fr)
Other versions
WO2024257097A2 (en
Inventor
Matthew Gibson
Filip JURCICEK
Ievgen KARAULOV
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TECHNOLOGIES OF VOICE INTERFACE Ltd
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TECHNOLOGIES OF VOICE INTERFACE Ltd
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Application filed by TECHNOLOGIES OF VOICE INTERFACE Ltd filed Critical TECHNOLOGIES OF VOICE INTERFACE Ltd
Publication of WO2024257097A2 publication Critical patent/WO2024257097A2/en
Publication of WO2024257097A3 publication Critical patent/WO2024257097A3/en
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

A method is provided for classifying speaker embeddings for a user having Parkinson's disease. The method comprises, after enrolling data with speech samples in an ON state and in an OFF state, constructing a profile of the user in an auxiliary model, monitoring a state of the user and receiving a test signal of the user, extracting embeddings from a test signal, and eventually, classifying the recognition signal as an ON state or an OFF state.
PCT/IL2024/050578 2023-06-12 2024-06-11 Speaker embeddings for parkinson's disease on/off classification Ceased WO2024257097A2 (en)

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 (en) 2024-12-19
WO2024257097A3 true WO2024257097A3 (en) 2025-01-23

Family

ID=93852763

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/IL2024/050578 Ceased WO2024257097A2 (en) 2023-06-12 2024-06-11 Speaker embeddings for parkinson's disease on/off classification

Country Status (1)

Country Link
WO (1) WO2024257097A2 (en)

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 (en) 2024-12-19

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