← Authors

Panayiotis Georgiou

28 papers · 2005–2021 · 3 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (16) 🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (8) πŸ—ΊοΈ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (5) 🏠 Conference Loyalist (26) πŸ† Keyword Champion (5) πŸ’Ž Century Club (28) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (127)

Conferences

INTERSPEECH (26) ACL (1) NAACL (1)

Top co-authors

Shrikanth Narayanan (8) Shrikanth S. Narayanan (8) Brian Baucom (7) David C. Atkins (5) Sandeep Nallan Chakravarthula (5) Md. Nasir (5) Arindam Jati (4) Tae Jin Park (4) Dogan Can (3) Prashanth Gurunath Shivakumar (3)

Keywords

recurrent neural network (6) deep neural network (5) speaker embedding (4) speaker diarization (3) unsupervised learning (3) couples therapy (3) lexical feature (3) speaker segmentation (2) motivational interviewing (2) dyadic interaction (2) automatic speech recognition (2) spectral clustering (2) behavioral analysis (2) speaker verification (2) acoustic feature (2) speech processing (2) speech enhancement (2) speaker recognition (2) long short-term memory (2) behavior classification (2)

Papers

Analysis and Tuning of a Voice Assistant System for Dysfluent Speech INTERSPEECH 2021
Predicting Behavior in Cancer-Afflicted Patient and Spouse Interactions Using Speech and Language INTERSPEECH 2019
Speaker Diarization with Lexical Information INTERSPEECH 2019
Spoken Language Intent Detection Using Confusion2Vec INTERSPEECH 2019
The Second DIHARD Challenge: System Description for USC-SAIL Team INTERSPEECH 2019
Modeling Interpersonal Linguistic Coordination in Conversations Using Word Mover’s Distance INTERSPEECH 2019
Multiview Shared Subspace Learning Across Speakers and Speech Commands INTERSPEECH 2019
Multi-Task Discriminative Training of Hybrid DNN-TVM Model for Speaker Verification with Noisy and Far-Field Speech INTERSPEECH 2019
Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions INTERSPEECH 2018
Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks INTERSPEECH 2018
An Unsupervised Neural Prediction Framework for Learning Speaker Embeddings Using Recurrent Neural Networks INTERSPEECH 2018
Multimodal Speaker Segmentation and Diarization Using Lexical and Acoustic Cues via Sequence to Sequence Neural Networks INTERSPEECH 2018
Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings INTERSPEECH 2017
Complexity in Speech and its Relation to Emotional Bond in Therapist-Patient Interactions During Suicide Risk Assessment Interviews INTERSPEECH 2017
Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation INTERSPEECH 2017
Exploiting Intra-Annotator Rating Consistency Through Copeland’s Method for Estimation of Ground Truth Labels in Couples’ Therapy INTERSPEECH 2017
Attention Networks for Modeling Behaviors in Addiction Counseling INTERSPEECH 2017
Robust Multichannel Gender Classification from Speech in Movie Audio INTERSPEECH 2016
Perception Optimized Deep Denoising AutoEncoders for Speech Enhancement INTERSPEECH 2016
Laughter Valence Prediction in Motivational Interviewing Based on Lexical and Acoustic Cues INTERSPEECH 2016
Complexity in Prosody: A Nonlinear Dynamical Systems Approach for Dyadic Conversations; Behavior and Outcomes in Couples Therapy INTERSPEECH 2016
Couples Behavior Modeling and Annotation Using Low-Resource LSTM Language Models INTERSPEECH 2016
Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks INTERSPEECH 2016
Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples’ Therapy INTERSPEECH 2016
A Deep Learning Approach to Modeling Empathy in Addiction Counseling INTERSPEECH 2016
Multimodal Fusion of Multirate Acoustic, Prosodic, and Lexical Speaker Characteristics for Native Language Identification INTERSPEECH 2016
Selecting relevant text subsets from web-data for building topic specific language models NAACL 2006
Transonics: A Practical Speech-to-Speech Translator for English-Farsi Medical Dialogs ACL 2005