Emanuele Coviello
4 papers · 2012–2022 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Learning Types Β· Machine Learning
(2)
Speech & Audio
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Core AI
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Recognition
(1)
Keywords
hidden markov model
(2)
variational inference
(2)
em algorithm
(1)
data augmentation
(1)
kl divergence
(1)
multimodal learning
(1)
expectation maximization
(1)
hierarchical clustering
(1)
time series
(1)
branch and bound
(1)
motion capture
(1)
probability distribution
(1)
nearest neighbor search
(1)
gibbs sampler
(1)
variational approximation
(1)
posterior simulation
(1)
generative model
(1)
model clustering
(1)
audio embedding
(1)
singing language identification
(1)
Papers
A Multimodal Strategy for Singing Language Identification
Interspeech 2022
Clustering Hidden Markov Models with Variational HEM
JMLR 2014
That was fast! Speeding up NN search of high dimensional distributions.
ICML 2013
The variational hierarchical EM algorithm for clustering hidden Markov models
NeurIPS 2012