Yuma Koizumi

7 papers · 2020–2024 · 1 venue · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)

Venues

Interspeech (7)

Top co-authors

Michiel Bacchiani (4) Heiga Zen (3) Shigeki Karita (3) Kohei Yatabe (2) Masahiro Yasuda (2) Tsubasa Ochiai (1) Shoichiro Saito (1) Hiroaki Ito (1) Ryo Masumura (1) Marc Delcroix (1)

Research topics

Speech & Audio (4) Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Core Methods (3) Synthesis (3) Core AI (2) Models (2) Computer Vision (1) Analysis (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Processing (1) Recognition (1)

Keywords

speech restoration (2) source separation (1) scene classification (1) speech synthesis (1) automatic speech recognition (1) cross-modal retrieval (1) speech enhancement (1) signal-to-noise ratio (1) low-resource language (1) denoising diffusion (1) diffusion probabilistic model (1) audio captioning (1) triplet loss (1) neural vocoder (1) weakly supervised (1) joint training (1) multilingual speech (1) audio generation (1) speech generation (1) speech corpus (1)

Papers

FLEURS-R: A Restored Multilingual Speech Corpus for Generation Tasks Interspeech 2024 LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus Interspeech 2023 SNRi Target Training for Joint Speech Enhancement and Recognition Interspeech 2022 SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping Interspeech 2022 A Transformer-Based Audio Captioning Model with Keyword Estimation Interspeech 2020 Crossmodal Sound Retrieval Based on Specific Target Co-Occurrence Denoted with Weak Labels Interspeech 2020 Listen to What You Want: Neural Network-Based Universal Sound Selector Interspeech 2020