David Gard

4 papers · 2021–2024 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

Interspeech (4)

Top co-authors

Carlos Busso (4) Daniel Fulford (4) Seong-Gyun Leem (3) Jukka-Pekka Onnela (3) Samuel Abplanalp (1) Rachel Gonzalez (1) Jarrod Luckenbaugh (1)

Research topics

Deep Learning (4) Machine Learning (4) Learning Types · Machine Learning (4) Architectures (3) Application Areas (2) Core Methods (2) Artificial Intelligence (1) Speech & Audio (1) Analysis (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

speech emotion recognition (3) noise robustness (2) feature extraction (1) embedding learning (1) self-supervised learning (1) knowledge distillation (1) speech enhancement (1) frame selection (1) hopfield network (1) recurrent neural network (1) memory efficiency (1) parameter efficiency (1) skip connection (1) bidirectional lstm (1) wav2vec 2.0 (1) teacher-student learning (1) voice activity detection (1) noise adaptation (1) ladder network (1) semi-supervised learning (1)

Papers

Keep, Delete, or Substitute: Frame Selection Strategy for Noise-Robust Speech Emotion Recognition Interspeech 2024 Computation and Memory Efficient Noise Adaptation of Wav2Vec2.0 for Noisy Speech Emotion Recognition with Skip Connection Adapters Interspeech 2023 Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions Interspeech 2021 Voice Activity Detection with Teacher-Student Domain Emulation Interspeech 2021