Search Results for author: Miseul Kim

Found 4 papers, 1 papers with code

BrainTalker: Low-Resource Brain-to-Speech Synthesis with Transfer Learning using Wav2Vec 2.0

no code implementations21 Dec 2023 Miseul Kim, Zhenyu Piao, Jihyun Lee, Hong-Goo Kang

Specifically, we train an encoder module to map ECoG signals to latent embeddings that match Wav2Vec 2. 0 representations of the corresponding spoken speech.

Speech Synthesis Transfer Learning

Self-supervised Complex Network for Machine Sound Anomaly Detection

no code implementations21 Dec 2023 Miseul Kim, Minh Tri Ho, Hong-Goo Kang

In this paper, we propose an anomaly detection algorithm for machine sounds with a deep complex network trained by self-supervision.

Anomaly Detection Time Series

Style Modeling for Multi-Speaker Articulation-to-Speech

no code implementations21 Dec 2023 Miseul Kim, Zhenyu Piao, Jihyun Lee, Hong-Goo Kang

In this paper, we propose a neural articulation-to-speech (ATS) framework that synthesizes high-quality speech from articulatory signal in a multi-speaker situation.

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