Afsaneh Asaei

6 papers · 2016–2018 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

Interspeech (6)

Top co-authors

Hervé Bourlard (6) Dhananjay Ram (2) Milos Cernak (2) Pranay Dighe (2) Gil Luyet (2) Philip N. Garner (1) Pierre-Edouard Honnet (1)

Research topics

Machine Learning (6) Core Methods (5) Deep Learning (3) Speech & Audio (2) Architectures (2) Optimization & Theory (2) Recognition (2) Application Areas (1) Learning Types (1) Techniques (1)

Keywords

posterior probability (4) deep neural network (3) query by example (2) sparse representation (1) automatic speech recognition (1) phonetic classification (1) acoustic modeling (1) nearest neighbor search (1) semi-supervised training (1) dynamic time warping (1) low-rank representation (1) acoustic model (1) hidden markov model (1) k-nearest neighbor (1) subspace detection (1) nearest neighbour classifier (1) spoken term detection (1) speech prosody (1) pattern matching (1) prosodic event detection (1)

Papers

Phonological Posterior Hashing for Query by Example Spoken Term Detection Interspeech 2018 Exploiting Eigenposteriors for Semi-Supervised Training of DNN Acoustic Models with Sequence Discrimination Interspeech 2017 Low-Rank Representation of Nearest Neighbor Posterior Probabilities to Enhance DNN Based Acoustic Modeling Interspeech 2016 Phonetic and Phonological Posterior Search Space Hashing Exploiting Class-Specific Sparsity Structures Interspeech 2016 Sound Pattern Matching for Automatic Prosodic Event Detection Interspeech 2016 Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection Interspeech 2016