3 citations · 9 across the 8 of their papers we have counts for
8 papers
Separate-and-Detect: Unified Drum Transcription and Stem Generation via Latent Diffusion
Wei-Han Hsu, Chih-Cheng Chang, Bo-Yu Chen +2
Automatic Drum Transcription (ADT) is commonly formulated as a direct mapping from a music mixture to symbolic drum events. While effective for transcription, this formulation disc…
FlueBricks: A Construction Kit of Flute-like Instruments for Acoustic Reasoning
Bo-Yu Chen, Chiao-Wei Huang, Lung-Pan Cheng
We present FlueBricks, a construction kit for acoustic reasoning via building and customizing flute-like instruments. By assembling generator, resonator, and connector modules that…
Audio Prompt Adapter: Unleashing Music Editing Abilities for Text-to-Music with Lightweight Finetuning
Fang-Duo Tsai, Shih-Lun Wu, Haven Kim +3
Text-to-music models allow users to generate nearly realistic musical audio with textual commands. However, editing music audios remains challenging due to the conflicting desidera…
JEN-1: Text-Guided Universal Music Generation with Omnidirectional Diffusion Models
Peike Li, Boyu Chen, Yao Yao +3
Music generation has attracted growing interest with the advancement of deep generative models. However, generating music conditioned on textual descriptions, known as text-to-musi…
Exploiting Pre-trained Feature Networks for Generative Adversarial Networks in Audio-domain Loop Generation
Yen-Tung Yeh, Bo-Yu Chen, Yi-Hsuan Yang
While generative adversarial networks (GANs) have been widely used in research on audio generation, the training of a GAN model is known to be unstable, time consuming, and data in…
Deep Learning Based EDM Subgenre Classification using Mel-Spectrogram and Tempogram Features
Wei-Han Hsu, Bo-Yu Chen, Yi-Hsuan Yang
Along with the evolution of music technology, a large number of styles, or "subgenres," of Electronic Dance Music(EDM) have emerged in recent years. While the classification task o…
Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks
Bo-Yu Chen, Wei-Han Hsu, Wei-Hsiang Liao +3
A central task of a Disc Jockey (DJ) is to create a mixset of mu-sic with seamless transitions between adjacent tracks. In this paper, we explore a data-driven approach that uses a…
A Benchmarking Initiative for Audio-Domain Music Generation Using the Freesound Loop Dataset
Tun-Min Hung, Bo-Yu Chen, Yen-Tung Yeh +1
This paper proposes a new benchmark task for generat-ing musical passages in the audio domain by using thedrum loops from the FreeSound Loop Dataset, which arepublicly re-distribut…