Search Results for author: Z. Guo

Found 2 papers, 2 papers with code

A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling

1 code implementation2 Dec 2022 Z. Guo, J. Kang, D. Herremans

These important relative attributes, however, are mostly ignored in existing symbolic music modeling methods with the main reason being the lack of a musically-meaningful embedding space where both the absolute and relative embeddings of the symbolic music tokens can be efficiently represented.

Music Generation Music Modeling

DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition

1 code implementation1 Aug 2022 Z. Guo, C. Chen, E. S. Chng

Moreover, to validate whether the data simulated by DENT-DDSP are able to replace the scarce in-domain noisy data in the noise-robust ASR tasks, several downstream ASR models with the same architecture are trained using the simulated data and the real data.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

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