Search Results - "Joann Ching"

BERT-like pre-training for symbolic piano music classification tasks by 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…”
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MidiBERT-Piano: Large-scale Pre-training for Symbolic Music Classification Tasks by Chou, Yi-Hui, Chen, I-Chun, Ching, Joann, Chang, Chin-Jui, Yang, Yi-Hsuan

“…This paper presents a benchmark study of MIDI-domain music classification using the mask language modeling approach of the Bidirectional Encoder…”
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Learning To Generate Piano Music With Sustain Pedals by Ching, Joann, Yang, Yi-Hsuan

“…Recent years have witnessed a growing interest in research related to the detection of piano pedals from audio signals in the music information retrieval…”
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Language Models for Music Medicine Generation by Nikolakakis, Emmanouil, Ching, Joann, Karystinaios, Emmanouil, Sipin, Gabrielle, Widmer, Gerhard, Marinescu, Razvan

“…Music therapy has been shown in recent years to provide multiple health benefits related to emotional wellness. In turn, maintaining a healthy emotional state…”
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EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation by Hung, Hsiao-Tzu, Ching, Joann, Doh, Seungheon, Kim, Nabin, Nam, Juhan, Yang, Yi-Hsuan

“…While there are many music datasets with emotion labels in the literature, they cannot be used for research on symbolic-domain music analysis or generation, as…”
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BERT-like Pre-training for Symbolic Piano Music Classification Tasks by Chou, Yi-Hui, Chen, I-Chun, Chang, Chin-Jui, Ching, Joann, Yang, Yi-Hsuan

“…This article presents a benchmark study of symbolic piano music classification using the masked language modelling approach of the Bidirectional Encoder…”
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Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking by Chiu, Ching-Yu, Ching, Joann, Hsiao, Wen-Yi, Chen, Yu-Hua, Su, Alvin Wen-Yu, Yang, Yi-Hsuan

“…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…”
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Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking by Chiu, Ching-Yu, Ching, Joann, Hsiao, Wen-Yi, Chen, Yu-Hua, Su, Alvin Wen-Yu, Yang, Yi-Hsuan

“…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…”
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The Freesound Loop Dataset and Annotation Tool by Ramires, Antonio, Font, Frederic, Bogdanov, Dmitry, Smith, Jordan B. L, Yang, Yi-Hsuan, Ching, Joann, Chen, Bo-Yu, Wu, Yueh-Kao, Wei-Han, Hsu, Serra, Xavier

“…Music loops are essential ingredients in electronic music production, and there is a high demand for pre-recorded loops in a variety of styles. Several…”
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