Julien Karadayi

5 papers · 2018–2020 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 📈 Trend Setter

Venues

Interspeech (5)

Top co-authors

Emmanuel Dupoux (4) Ewan Dunbar (2) Lucas Ondel (2) Mathieu Bernard (2) Rachid Riad (2) Laurent Besacier (2) Xuan-Nga Cao (2) Robin Algayres (2) Sakriani Sakti (2) Camila Scaff (1)

Research topics

Deep Learning (3) Machine Learning (3) Speech & Audio (3) Learning Types · Machine Learning (3) Artificial Intelligence (2) Analysis (2) Architectures (2) Learning Paradigms (2) Recognition (2) Core Methods (1) Learning Types · Deep Learning (1) Synthesis (1) Techniques (1)

Keywords

unsupervised learning (3) speech representation (2) speech synthesis (2) word unit discovery (1) speaker diarization (1) unsupervised representation learning (1) discrete representation (1) virtual machine (1) word embedding (1) open-source tool (1) siamese network (1) negative sampling (1) word frequency (1) contrastive learning (1) speech representation learning (1) speech technology (1) speaker invariance (1) recurrent autoencoder (1) speech activity detection (1) zero-resource learning (1)

Papers

The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units Interspeech 2020 The Zero Resource Speech Challenge 2019: TTS Without T Interspeech 2019 Learning Word Embeddings: Unsupervised Methods for Fixed-size Representations of Variable-length Speech Segments Interspeech 2018 Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning Interspeech 2018 The ACLEW DiViMe: An Easy-to-use Diarization Tool Interspeech 2018