All about audio equalization: Solutions and frontiers
V Välimäki, JD Reiss - Applied Sciences, 2016 - mdpi.com
Audio equalization is a vast and active research area. The extent of research means that
one often cannot identify the preferred technique for a particular problem. This review paper …
one often cannot identify the preferred technique for a particular problem. This review paper …
A history of audio effects
Audio effects are an essential tool that the field of music production relies upon. The ability to
intentionally manipulate and modify a piece of sound has opened up considerable …
intentionally manipulate and modify a piece of sound has opened up considerable …
Automatic music mixing with deep learning and out-of-domain data
MA Martínez-Ramírez, WH Liao, G Fabbro… - arXiv preprint arXiv …, 2022 - arxiv.org
Music mixing traditionally involves recording instruments in the form of clean, individual
tracks and blending them into a final mixture using audio effects and expert knowledge (eg …
tracks and blending them into a final mixture using audio effects and expert knowledge (eg …
Efficient neural networks for real-time modeling of analog dynamic range compression
CJ Steinmetz, JD Reiss - arXiv preprint arXiv:2102.06200, 2021 - arxiv.org
Deep learning approaches have demonstrated success in modeling analog audio effects.
Nevertheless, challenges remain in modeling more complex effects that involve time-varying …
Nevertheless, challenges remain in modeling more complex effects that involve time-varying …
[PDF][PDF] Ten years of automatic mixing
Reflecting on a decade of Automatic Mixing systems for multitrack music processing, this
paper positions the topic in the wider field of Intelligent Music Production, and seeks to …
paper positions the topic in the wider field of Intelligent Music Production, and seeks to …
[PDF][PDF] Efficient neural networks for real-time analog audio effect modeling
CJ Steinmetz, JD Reiss - arXiv preprint arXiv:2102.06200, 2021 - researchgate.net
Deep learning approaches have demonstrated success in the task of modeling analog
audio effects such as distortion and overdrive. Nevertheless, challenges remain in modeling …
audio effects such as distortion and overdrive. Nevertheless, challenges remain in modeling …
[PDF][PDF] Perceptual evaluation and analysis of reverberation in multitrack music production
Artificial reverberation is an important music production tool with a strong but poorly
understood perceptual impact. A literature review of the relevant works concerned with the …
understood perceptual impact. A literature review of the relevant works concerned with the …
A feature learning siamese model for intelligent control of the dynamic range compressor
In this paper, a siamese DNN model is proposed to learn the characteristics of the audio
dynamic range compressor (DRC). This facilitates an intelligent control system that uses …
dynamic range compressor (DRC). This facilitates an intelligent control system that uses …
Adoption of AI Technology in the Music Mixing Workflow: An Investigation
The integration of artificial intelligence (AI) technology in the music industry is driving a
significant change in the way music is being composed, produced and mixed. This study …
significant change in the way music is being composed, produced and mixed. This study …