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Nikolaos Flemotomos
Nikolaos Flemotomos
Machine Learning Researcher, Apple
Verified email at apple.com - Homepage
Title
Cited by
Cited by
Year
Machine learning and natural language processing in psychotherapy research: Alliance as example use case.
SB Goldberg, N Flemotomos, VR Martinez, MJ Tanana, PB Kuo, BT Pace, ...
Journal of counseling psychology 67 (4), 438, 2020
482020
Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies
N Flemotomos, VR Martinez, Z Chen, K Singla, V Ardulov, R Peri, ...
Behavior Research Methods 54 (2), 690-711, 2021
23*2021
Language Features for Automated Evaluation of Cognitive Behavior Psychotherapy Sessions.
N Flemotomos, VR Martinez, J Gibson, DC Atkins, TA Creed, ...
Interspeech, 1908-1912, 2018
232018
Using prosodic and lexical information for learning utterance-level behaviors in psychotherapy
K Singla, Z Chen, N Flemotomos, J Gibson, D Can, DC Atkins, ...
Interspeech 2018, 3413, 2018
172018
Combined Speaker Clustering and Role Recognition in Conversational Speech.
N Flemotomos, P Papadopoulos, J Gibson, SS Narayanan
Interspeech, 1378-1382, 2018
152018
Linguistically aided speaker diarization using speaker role information
N Flemotomos, P Georgiou, S Narayanan
Proc. The Speaker and Language Recognition Workshop (Odyssey 2020), 117-124, 2020
102020
Feature fusion strategies for end-to-end evaluation of cognitive behavior therapy sessions
Z Chen, N Flemotomos, V Ardulov, TA Creed, ZE Imel, DC Atkins, ...
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
92021
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations
N Flemotomos, VR Martinez, Z Chen, TA Creed, DC Atkins, S Narayanan
PLOS ONE 16 (10), e0258639, 2021
92021
The Second DIHARD Challenge: System Description for USC-SAIL Team.
TJ Park, M Kumar, N Flemotomos, M Pal, R Peri, R Lahiri, PG Georgiou, ...
INTERSPEECH, 998-1002, 2019
92019
Identifying Therapist and Client Personae for Therapeutic Alliance Estimation.
VR Martinez, N Flemotomos, V Ardulov, K Somandepalli, SB Goldberg, ...
INTERSPEECH, 1901-1905, 2019
82019
A memory augmented architecture for continuous speaker identification in meetings
N Flemotomos, D Dimitriadis
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
52020
Role specific lattice rescoring for speaker role recognition from speech recognition outputs
N Flemotomos, P Georgiou, DC Atkins, S Narayanan
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
52019
An automated quality evaluation framework of psychotherapy conversations with local quality estimates
Z Chen, N Flemotomos, K Singla, TA Creed, DC Atkins, S Narayanan
Computer Speech & Language 75, 101380, 2022
32022
Role annotated speech recognition for conversational interactions
N Flemotomos, Z Chen, DC Atkins, S Narayanan
2018 IEEE Spoken Language Technology Workshop (SLT), 1036-1043, 2018
32018
‘Am IA Good Therapist?’Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies
N Flemotomos, VR Martinez, Z Chen, K Singla, V Ardulov, R Peri, ...
arXiv preprint ArXiv:2102.11265, 2020
22020
Multimodal Clustering with Role Induced Constraints for Speaker Diarization
N Flemotomos, S Narayanan
arXiv preprint arXiv:2204.00657, 2022
12022
Language Aided Speaker Diarization Using Speaker Role Information
N Flemotomos, P Georgiou, S Narayanan
arXiv preprint ArXiv:1911.07994, 2019
12019
Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios
Z Chen, N Flemotomos, ZE Imel, DC Atkins, S Narayanan
arXiv preprint arXiv:2210.14254, 2022
2022
An evaluation of machine learning methods to improve the feasibility of fidelity monitoring of family-based prevention in primary care
C Berkel, D Knox, N Flemotomos, D Atkins, S Narayanan
IMPLEMENTATION SCIENCE 17 (SUPPL 1), 2022
2022
Extracting and Using Speaker Role Information in Speech Processing Applications
N Flemotomos
UNIVERSITY OF SOUTHERN CALIFORNIA, 2022
2022
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Articles 1–20