Jump to Navigation

Main menu

  • Login
Home

Secondary menu

  • [Room Booking]
  • [Wiki]
  • [Webmail]

DawDreamer: Bridging the Gap Between Digital Audio Workstations and Python Interfaces

Submitted by braun on Wed, 12/01/2021 - 5:44pm
TitleDawDreamer: Bridging the Gap Between Digital Audio Workstations and Python Interfaces
Publication TypeSoftware
Year of Publication2021
AuthorsBraun, D.
AbstractAudio production techniques which previously only existed in GUI-constrained digital audio workstations, livecoding environments, or C++ APIs are now accessible with our new Python module called DawDreamer. DawDreamer therefore bridges the gap between real sound engineers and coders imitating them with offline batch-processing. Like contemporary modules in this domain, DawDreamer can create directed acyclic graphs of audio processors such as VSTs which generate or manipulate audio streams. DawDreamer can also dynamically compile and execute code from Faust, a powerful signal processing language which can be deployed to many platforms and microcontrollers. We discuss DawDreamer's unique features in detail and potential applications across music information retrieval including source separation, transcription, and audio effect parameter inference. We provide fully cross-platform PyPI installers, a Linux Dockerfile, and an example Jupyter notebook.
URLhttps://arxiv.org/abs/2111.09931
Computer 
Short TitleDawDreamer
Full Text 
  • Tagged
  • XML
  • BibTex
  • Google Scholar
  • Home
  • News and Events
    • All Events
      • CCRMA Concerts
      • Colloquium Series
      • DSP Seminars
      • Hearing Seminars
      • Guest Lectures
    • Event Calendar
    • Events Mailing List
    • Recent News
  • Academics
    • Courses
    • Current Year Course Schedule
    • Undergraduate
    • Masters
    • PhD Program
    • Visiting Scholar
    • Visiting Student Researcher
    • Workshops 2022
  • Research
    • Publications
      • Authors
      • Keywords
      • STAN-M
      • Max Mathews Portrait
    • Research Groups
    • Software
  • People
    • Faculty and Staff
    • Students
    • Alumni
    • All Users
  • User Guides
    • New Documentation
    • Booking Events
    • Common Areas
    • Rooms
    • System
  • Resources
    • Planet CCRMA
    • MARL
  • Blogs
  • Opportunities
    • CFPs
  • About
    • The Knoll
      • Renovation
    • Directions
    • Contact

Search this site:

Spring Quarter 2022

Music 101 Introduction to Creating Electronic Sounds
Music 123F Wild Sound Explorers
Music 128 Stanford Laptop Orchestra (SLOrk)
Music 220C Research Seminar in Computer-Generated Music
Music 251 Psychophysics and Music Cognition
Music 254 Computational Music Analysis
Music 257 Neuroplasticity and Musical Gaming
Music 264 Musical Engagement
Music 285 Intermedia Lab
Music 320C Audio DSP Projects in Faust and C++

 

 

 

   

CCRMA
Department of Music
Stanford University
Stanford, CA 94305-8180 USA
tel: (650) 723-4971
fax: (650) 723-8468
info@ccrma.stanford.edu

 
Web Issues: webteam@ccrma

site copyright © 2009 
Stanford University

site design: 
Linnea A. Williams