Erik Marchi

11 papers · 2016–2022 · 2 venues · across top CS/AI venues

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Achievements

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+5 more ↓

🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze

🧭 Keyword Pioneer 🚀 Conference Pioneer ❓ The Questioner ⚡ Prolific Year · Productive 💎 Century Club · Bronze

Venues

Interspeech (9) IJCAI (2)

Top co-authors

Björn Schuller (7) Fabien Ringeval (3) Chandra Dhir (2) Siddharth Sigtia (2) Saurabh Adya (2) Ahmed Tewfik (2) John Bridle (1) Shahin Amiriparian (1) Anuj Mehta (1) Sue Booker (1)

Research topics

Machine Learning (7) Core Methods (4) Speech & Audio (3) Application Areas (3) Learning Types (3) Artificial Intelligence (2) Deep Learning (2) Recognition (2) Computer Vision (1) Interdisciplinary (1) Analysis (1) Architectures (1) Core AI (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

emotion recognition (4) long short-term memory (2) acoustic model (2) speech analysis (2) voice trigger detection (2) intent detection (1) knowledge distillation (1) transfer learning (1) speaker recognition (1) weakly supervised learning (1) computational efficiency (1) acoustic modeling (1) keyword spotting (1) emotion detection (1) support vector regression (1) predictive modeling (1) speech detection (1) language identification (1) knowledge transfer (1) model selection (1)

Papers

Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models Interspeech 2022 Improving Voice Trigger Detection with Metric Learning Interspeech 2022 Leveraging Acoustic Cues and Paralinguistic Embeddings to Detect Expression from Voice Interspeech 2019 Efficient Voice Trigger Detection for Low Resource Hardware Interspeech 2018 Automatic Analysis of Typical and Atypical Encoding of Spontaneous Emotion in the Voice of Children Interspeech 2016 Discriminatively Trained Recurrent Neural Networks for Continuous Dimensional Emotion Recognition from Audio IJCAI 2016 Driver Frustration Detection from Audio and Video in the Wild IJCAI 2016 Enhancing Multilingual Recognition of Emotion in Speech by Language Identification Interspeech 2016 Facing Realism in Spontaneous Emotion Recognition from Speech: Feature Enhancement by Autoencoder with LSTM Neural Networks Interspeech 2016 Is Deception Emotional? An Emotion-Driven Predictive Approach Interspeech 2016 Real-Time Tracking of Speakers’ Emotions, States, and Traits on Mobile Platforms Interspeech 2016