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 | 90 | 2020 |
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 | 57 | 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 | 28 | 2018 |
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 | 25 | 2018 |
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 | 24 | 2021 |
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 | 21* | 2020 |
Combined Speaker Clustering and Role Recognition in Conversational Speech. N Flemotomos, P Papadopoulos, J Gibson, SS Narayanan Interspeech, 1378-1382, 2018 | 17 | 2018 |
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 | 11 | 2021 |
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 | 11 | 2019 |
Identifying therapist and client personae for therapeutic alliance estimation VR Martinez, N Flemotomos, V Ardulov, K Somandepalli, SB Goldberg, ... Interspeech 2019, 1901, 2019 | 10 | 2019 |
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 | 8 | 2020 |
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 | 6 | 2022 |
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 | 6 | 2019 |
The silent treatment? Changes in patient emotional expression after silence CS Soma, BE Wampold, N Flemotomos, R Peri, S Narayanan, DC Atkins, ... Counselling and Psychotherapy Research 23 (2), 378-388, 2023 | 3 | 2023 |
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 Findings of the Association for Computational Linguistics: EMNLP 2022, 5787-5795, 2022 | 3 | 2022 |
Multimodal Clustering with Role Induced Constraints for Speaker Diarization N Flemotomos, S Narayanan Proceedings of Interspeech, 5075-5079, 2022 | 3 | 2022 |
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 | 3 | 2018 |
A Machine-Learning Algorithm for the Automated Perceptual Evaluation of Dysphonia Severity B van der Woerd, Z Chen, N Flemotomos, M Oljaca, LT Sund, ... Journal of Voice, 2023 | | 2023 |
A machine learning approach to improve implementation monitoring of family-based preventive interventions in primary care C Berkel, DC Knox, N Flemotomos, VR Martinez, DC Atkins, ... Implementation Research and Practice 4, 26334895231187906, 2023 | | 2023 |
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 |