Jacob Sager

3 papers · 2019–2020 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

Interspeech (3)

Top co-authors

Archana Venkataraman (3) Ravi Shankar (3) Jacob Reinhold (1)

Research topics

Machine Learning (3) Artificial Intelligence (2) Deep Learning (2) Speech & Audio (2) Core AI (2) Learning Types · Machine Learning (2) Synthesis (2) Application Areas (1) Architectures (1) Core Methods (1) Learning Types · Deep Learning (1) Models (1)

Keywords

speech synthesis (2) fundamental frequency (2) maximum likelihood (1) maximum likelihood estimation (1) latent representation (1) variational autoencoder (1) speaker generalization (1) emotion classification (1) speech emotion recognition (1) highway network (1) emotion morphing (1) non-parallel training (1) emotion conversion (1) adversarial pair discriminator (1) speech emotion conversion (1) adversarial learning (1) crowd annotation (1) speech processing (1)

Papers

Non-Parallel Emotion Conversion Using a Deep-Generative Hybrid Network and an Adversarial Pair Discriminator Interspeech 2020 A Multi-Speaker Emotion Morphing Model Using Highway Networks and Maximum Likelihood Objective Interspeech 2019 VESUS: A Crowd-Annotated Database to Study Emotion Production and Perception in Spoken English Interspeech 2019