3 papers
cs.SD2024
PyNeuralFx: A Python Package for Neural Audio Effect Modeling
Yen-Tung Yeh, Wen-Yi Hsiao, Yi-Hsuan Yang
We present PyNeuralFx, an open-source Python toolkit designed for research on neural audio effect modeling. The toolkit provides an intuitive framework and offers a comprehensive s…
cs.SD2024
Hyper Recurrent Neural Network: Condition Mechanisms for Black-box Audio Effect Modeling
Yen-Tung Yeh, Wen-Yi Hsiao, Yi-Hsuan Yang
Recurrent neural networks (RNNs) have demonstrated impressive results for virtual analog modeling of audio effects. These networks process time-domain audio signals using a series…
cs.SD2024
MusiConGen: Rhythm and Chord Control for Transformer-Based Text-to-Music Generation
Yun-Han Lan, Wen-Yi Hsiao, Hao-Chung Cheng +1
Existing text-to-music models can produce high-quality audio with great diversity. However, textual prompts alone cannot precisely control temporal musical features such as chords…