Yu-Hua Chen
@YuHuaChen12
Followers
95
Following
238
Statuses
30
CS PhD student @ NTU | ML/Music/Guitar researcher
Joined February 2019
Excited to share two recent neural guitar amplifier modeling works, accepted at #DAFx2024 and #ISMIR2024 respectively: 1. Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data Paper Link: Demo: We investigate whether the performance of unsupervised guitar amplifier modeling can be improved by using different discriminators or integrating additional clean data. This work was done during an internship at @SonyAI_global . 2. Towards Zero-Shot Amplifier Modeling: One-to-Many Amplifier Modeling via Tone Embedding Control Paper Link: Demo: We propose a one-to-many approach to model different sounds generated by various amplifiers using tone embedding conditioning control. We also provide a demo video demonstrating the flow of zero-shot tone cloning. This work was done during an internship at @PositiveGrid . Looking forward to discussing all these with you at both conferences! Many thanks to the collaborators and the reviewers for their helpful feedback.
1
8
37
RT @Chen_Paul_u: 🚀 Introducing AI TrackMate at @NeurIPSConf 2024 Creative AI Track! 🚀 🎧 Drop in your audio, AI TrackMate listen, chat, an…
0
14
0
RT @ArxivSound: ``Open-Amp: Synthetic Data Framework for Audio Effect Foundation Models,'' Alec Wright, Alistair Carson, Lauri Juvela, http…
0
3
0
We just set up everything for showcasing our LBD paper. If you are interested in guitar tone modeling, come join us for a discussion. #ismir2024
0
2
14
RT @umpedronosapato: We bring progressive metal madness to @ISMIRConf 🤘 really glad 'Between the AI and Me' was accepted and we were able t…
0
7
0
RT @umpedronosapato: Insanely good work by @YuHuaChen12 @affige_yang @PositiveGrid at @ISMIRConf 🤘🎸 awesome choice of sound examples too! h…
0
4
0
0
0
5
RT @ArxivSound: ``Music Foundation Model as Generic Booster for Music Downstream Tasks,'' WeiHsiang Liao, Yuhta Takida, Yukara Ikemiya, Zhi…
0
8
0
We are happy to announce that the short version of our zero-shot amplifier modeling paper has been accepted to the #ismir2024 LBD session. We plan to showcase the functionality of the plugin version of our neural network model during the session (and yes, we’ll bring a guitar and speaker!). Please visit us at the LBD session! Shout out to @PeripheryBand for the great song! Paper Link:
3
9
43
RT @schnapoon: パラパラAI漫画を作りたい人はStable Diffusionがオススメ。これ実は個別のAI生成画像を連続させただけのもの。こんな風に違和感なく一貫性の高い画像を連続的に出力できる。誰もがPCで無償で活用できるのが魅力的。 作り方をリプ欄にまとめた…
0
153
0
RT @marcoamaram: And happy for the Best Show & Tell Award ! It feels good that a mixing paper got some love at DAFx😊 Congrats @sh_lee_97 a…
0
7
0
RT @marcomunita: AFX-Research: an Extensive and Flexible Repository of Research about Audio Effects All the research on audio effects of t…
0
19
0
RT @jesseengel: As a guitarist myself, it's really cool to see the DDSP approach being valuable all the way down to modeling the interiors…
0
3
0
RT @Yuer867: Excited to share our new emotion-driven music generation model 🎶EMO-Disentanger🎶! Published at #ISMIR2024 🥳 📍Emotion-driven P…
0
22
0
RT @YenTung11: Audio effect modeling with knob tweaking is key to match how musicians & engineers actually use audio effects in their workf…
0
7
0
RT @csteinmetz1: GRAFX: An Open-Source Library for Audio Processing Graphs in PyTorch Been waiting for this one. An extremely useful libra…
0
17
0
RT @affige_yang: We will present two text-to-music models at #ISMIR2024, both open-source & trainable on 3090 GPUs. (2/2) AP-adapter, whic…
0
7
0
RT @cyan0731: Excited to share our work accepted by #ISMIR2024 : Musicongen : Rhythm and Chord Control for Transformer-Based Text-to-Music…
0
7
0
@umpedronosapato @c4dm @CDT_AI_Music @matdiffusion @AdarshKumar_712 @dadabots @affige_yang Congrats! 🎸
0
0
1