Search Results for author: Aaron Valero Puche

Found 4 papers, 1 papers with code

Online 3D Bin Packing Reinforcement Learning Solution with Buffer

no code implementations15 Aug 2022 Aaron Valero Puche, Sukhan Lee

In spite of the fact that AlphaGo versions are known to be computationally heavy, we manage to train the proposed framework with a single thread and GPU, while obtaining a solution that outperforms the state-of-the-art results in space utilization.

3D Bin Packing Data Augmentation +2

CAESynth: Real-Time Timbre Interpolation and Pitch Control with Conditional Autoencoders

1 code implementation IEEE MLSP 2021 Aaron Valero Puche, Sukhan Lee

We show that training a conditional autoencoder based on accuracy in timbre classification together with adversarial regularization of pitch content allows timbre distribution in latent space to be more effective and stable for timbre interpolation and pitch conditioning.

Audio Synthesis Mixed Reality +2

Crossmodal Voice Conversion

no code implementations9 Apr 2019 Hirokazu Kameoka, Kou Tanaka, Aaron Valero Puche, Yasunori Ohishi, Takuhiro Kaneko

We use the latent code of an input face image encoded by the face encoder as the auxiliary input into the speech converter and train the speech converter so that the original latent code can be recovered from the generated speech by the voice encoder.

Voice Conversion

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