On Combining Global and Localized Self-Supervised Models of Speech

Sri Harsha Dumpala; Chandramouli S. Sastry; Rudolf Uher; Sageev Oore

doi:10.21437/Interspeech.2022-11174

On Combining Global and Localized Self-Supervised Models of Speech

Sri Harsha Dumpala, Chandramouli S. Sastry, Rudolf Uher, Sageev Oore

Institutional Research Division

Research output: Contribution to journal › Conference article › peer-review

3 Citations (Scopus)

Original language	English
Pages (from-to)	3593-3597
Number of pages	5
Journal	Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Volume	2022-September
DOIs	https://doi.org/10.21437/Interspeech.2022-11174
Publication status	Published - 2022
Event	23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 - Incheon, Korea, Republic of Duration: Sept 18 2022 → Sept 22 2022

ASJC Scopus Subject Areas

Software
Signal Processing
Language and Linguistics
Human-Computer Interaction
Modelling and Simulation

Keywords

Simple Siamese (SimSiam)
depression detection
emotion classification
self-supervised learning
sentiment classification

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10.21437/Interspeech.2022-11174

Cite this

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title = "On Combining Global and Localized Self-Supervised Models of Speech",

keywords = "Simple Siamese (SimSiam), depression detection, emotion classification, self-supervised learning, sentiment classification",

author = "Dumpala, {Sri Harsha} and Sastry, {Chandramouli S.} and Rudolf Uher and Sageev Oore",

note = "Publisher Copyright: Copyright {\textcopyright} 2022 ISCA.; 23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022 ; Conference date: 18-09-2022 Through 22-09-2022",

year = "2022",

doi = "10.21437/Interspeech.2022-11174",

language = "English",

volume = "2022-September",

pages = "3593--3597",

journal = "Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH",

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TY - JOUR

T1 - On Combining Global and Localized Self-Supervised Models of Speech

AU - Dumpala, Sri Harsha

AU - Sastry, Chandramouli S.

AU - Uher, Rudolf

AU - Oore, Sageev

PY - 2022

Y1 - 2022

KW - Simple Siamese (SimSiam)

KW - depression detection

KW - emotion classification

KW - self-supervised learning

KW - sentiment classification

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U2 - 10.21437/Interspeech.2022-11174

DO - 10.21437/Interspeech.2022-11174

M3 - Conference article

AN - SCOPUS:85140064547

SN - 2308-457X

VL - 2022-September

SP - 3593

EP - 3597

JO - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

JF - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

T2 - 23rd Annual Conference of the International Speech Communication Association, INTERSPEECH 2022

Y2 - 18 September 2022 through 22 September 2022

ER -

On Combining Global and Localized Self-Supervised Models of Speech

ASJC Scopus Subject Areas

Keywords

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