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We will present two text-to-music models at #ISMIR2024, both open-source & trainable on 3090 GPUs. (2/2) AP-adapter, which extends from AudioLDM2, is an audio version of IP-adapter that takes audio+text prompts for music editing. Tested on several interesting out-of-domain data.

GRAFX: An Open-Source Library for Audio Processing Graphs in PyTorch Been waiting for this one. An extremely useful library for data generation related to audio effects with many applications in audio engineering. Code now available arxiv.org/abs/2408.03204

Audio effect modeling with knob tweaking is key to match how musicians & engineers actually use audio effects in their workflow. But how do we feed this info into the model? 🤔 Check out our paper: accepted at DAFx24! 🎉 arxiv.org/abs/2408.04829

Excited to share our new emotion-driven music generation model 🎶EMO-Disentanger🎶! Published at #ISMIR2024 🥳 📍Emotion-driven Piano Music Generation via Two-stage Disentanglement and Functional Representation 📑Paper: arxiv.org/abs/2407.20955 🎵Demo: emo-disentanger.github.io

DDSP Guitar Amp: Interpretable Guitar Amplifier Modeling arxiv.org/abs/2408.11405

As a guitarist myself, it's really cool to see the DDSP approach being valuable all the way down to modeling the interiors of a guitar amp 🤘

AFX-Research: an Extensive and Flexible Repository of Research about Audio Effects All the research on audio effects of the last few decades. A table with lots of metadata. Search. Filter. Order. Contribute. repo: github.com/mcomunita/AFX-… web: mcomunita.github.io/AFX-Research

And happy for the Best Show & Tell Award ! It feels good that a mixing paper got some love at DAFx😊 Congrats Sungho Lee and all our collaborators at Sony AI and SNU ! 🎉 Check out our demo and open-source library—GRAFX github.com/sh-lee97/grafx sh-lee97.github.io/grafx-prune/

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ので、少しだけでも見て。

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

``Music Foundation Model as Generic Booster for Music Downstream Tasks,'' WeiHsiang Liao, Yuhta Takida, Yukara Ikemiya, Zhi Zhong, Chieh-Hsin Lai, Giorgio Fabbro, Kazuki Shimada, Keisuke Toyama, Kinwai Cheuk, Marco A. Mart\'inez-Ram\'irez, Shusuke Takaha… ift.tt/1POz4NE

Insanely good work by Yu-Hua Chen Yi-Hsuan Yang Positive Grid at ISMIR Conference 🤘🎸 awesome choice of sound examples too!

We bring progressive metal madness to ISMIR Conference 🤘 really glad 'Between the AI and Me' was accepted and we were able to present our work to this titanic community BTBAM

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

``Open-Amp: Synthetic Data Framework for Audio Effect Foundation Models,'' Alec Wright, Alistair Carson, Lauri Juvela, ift.tt/90EKGTc

🚀 Introducing AI TrackMate at NeurIPS Conference 2024 Creative AI Track! 🚀 🎧 Drop in your audio, AI TrackMate listen, chat, and guide you with insightful feedback and tips to transform your tracks! 🌐 Demo: worzprodialogue.jp.ngrok.io 📄 Paper: arxiv.org/abs/2412.06617 #NeurIPS2024

The revised version of METEOR, a new symbolic music re-orchestration model, has been accepted for publication at IJCAI'25 --- the AI, Arts and Creativity Special Track! 🧐Paper: arxiv.org/abs/2409.11753 🎻Demo: dinhviettoanle.github.io/meteor/ 🌟Code: github.com/dinhviettoanle…

I’m pleased to share my internship work at Sony AI, Fx-Encoder++, a representation for audio effects at mixture-level and instrument-wise level. Arxiv: arxiv.org/abs/2507.02273 Code: github.com/SonyResearch/F…