Search Results for author: Joann Ching

Found 4 papers, 4 papers with code

Learning To Generate Piano Music With Sustain Pedals

1 code implementation1 Nov 2021 Joann Ching, Yi-Hsuan Yang

Recent years have witnessed a growing interest in research related to the detection of piano pedals from audio signals in the music information retrieval community.

Information Retrieval Music Information Retrieval +1

BERT-like Pre-training for Symbolic Piano Music Classification Tasks

1 code implementation12 Jul 2021 Yi-Hui Chou, I-Chun Chen, Chin-Jui Chang, Joann Ching, Yi-Hsuan Yang

This article presents a benchmark study of symbolic piano music classification using the masked language modelling approach of the Bidirectional Encoder Representations from Transformers (BERT).

Classification Emotion Classification +3

Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking

1 code implementation16 Jun 2021 Ching-Yu Chiu, Joann Ching, Wen-Yi Hsiao, Yu-Hua Chen, Alvin Wen-Yu Su, Yi-Hsuan Yang

Due to advances in deep learning, the performance of automatic beat and downbeat tracking in musical audio signals has seen great improvement in recent years.

Data Augmentation

The Freesound Loop Dataset and Annotation Tool

1 code implementation26 Aug 2020 Antonio Ramires, Frederic Font, Dmitry Bogdanov, Jordan B. L. Smith, Yi-Hsuan Yang, Joann Ching, Bo-Yu Chen, Yueh-Kao Wu, Hsu Wei-Han, Xavier Serra

We present the Freesound Loop Dataset (FSLD), a new large-scale dataset of music loops annotated by experts.

Audio and Speech Processing Sound

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