Panayiotis Georgiou

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

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Achievements

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🗺️ Taxonomy Completionist (35) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

🏠 Conference Loyalist (26) 🌟 Keyword Trendsetter Combo (5) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6) 📈 Trend Setter 🚀 Conference Pioneer ⚡ Prolific Year · Productive 🗃️ Keyword Collector (127) 💎 Century Club · Bronze

Venues

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)

Research topics

Machine Learning (21) Core Methods (17) Deep Learning (10) Architectures (10) Speech & Audio (9) Learning Types · Machine Learning (7) Analysis (6) Artificial Intelligence (5) Core AI (4) Recognition (4) Healthcare & Medicine (3) Clinical (3) Learning Types · Deep Learning (3) Optimization & Theory (3) Application Areas (2)

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 Modeling Interpersonal Linguistic Coordination in Conversations Using Word Mover’s Distance Interspeech 2019 Multi-Task Discriminative Training of Hybrid DNN-TVM Model for Speaker Verification with Noisy and Far-Field Speech Interspeech 2019 Multiview Shared Subspace Learning Across Speakers and Speech Commands Interspeech 2019 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 An Unsupervised Neural Prediction Framework for Learning Speaker Embeddings Using Recurrent Neural Networks Interspeech 2018 Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions Interspeech 2018 Multimodal Speaker Segmentation and Diarization Using Lexical and Acoustic Cues via Sequence to Sequence Neural Networks Interspeech 2018 Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks Interspeech 2018 Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings Interspeech 2017 Attention Networks for Modeling Behaviors in Addiction Counseling Interspeech 2017 Complexity in Speech and its Relation to Emotional Bond in Therapist-Patient Interactions During Suicide Risk Assessment Interviews Interspeech 2017 Exploiting Intra-Annotator Rating Consistency Through Copeland’s Method for Estimation of Ground Truth Labels in Couples’ Therapy Interspeech 2017 Speaker2Vec: Unsupervised Learning and Adaptation of a Speaker Manifold Using Deep Neural Networks with an Evaluation on Speaker Segmentation Interspeech 2017 A Deep Learning Approach to Modeling Empathy in Addiction Counseling Interspeech 2016 Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks 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 Laughter Valence Prediction in Motivational Interviewing Based on Lexical and Acoustic Cues Interspeech 2016 Multimodal Fusion of Multirate Acoustic, Prosodic, and Lexical Speaker Characteristics for Native Language Identification Interspeech 2016 Perception Optimized Deep Denoising AutoEncoders for Speech Enhancement Interspeech 2016 Robust Multichannel Gender Classification from Speech in Movie Audio Interspeech 2016 Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples’ Therapy 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