ddsp | DDSP : Differentiable Digital Signal Processing | Audio Utils library

by magenta Python Version: 3.7.0 License: Apache-2.0

X-Ray Key Features Code Snippets(3)Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | ddsp Summary

ddsp is a Python library typically used in Audio, Audio Utils applications. ddsp has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can install using 'pip install ddsp' or download it from GitHub, PyPI.

DDSP: Differentiable Digital Signal Processing

Support

Quality

Security

License

Reuse

Support

ddsp has a medium active ecosystem.

It has 2479 star(s) with 297 fork(s). There are 64 watchers for this library.

There were 3 major release(s) in the last 12 months.

There are 34 open issues and 118 have been closed. On average issues are closed in 73 days. There are 2 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of ddsp is 3.7.0

Quality

ddsp has 0 bugs and 0 code smells.

Security

ddsp has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

ddsp code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

ddsp is licensed under the Apache-2.0 License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

ddsp releases are available to install and integrate.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

ddsp saves you 2744 person hours of effort in developing the same functionality from scratch.

It has 9401 lines of code, 753 functions and 70 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed ddsp and discovered the below as its top functions. This is intended to give you an instant insight into ddsp implemented functionality, and help decide if they suit your requirements.

Post - encode features
Update the _losses_dict
Add ZPitch losses to the model
Adds closeness loss
Generate a sequence of the notes v2
Generate a random harmonic distance
Generate a random blend
Train the model
Write gin config to file
Get the metadata for the autoencoder
Creates a stream of harmonic harmonic coefficients
Generate notes
Compute critical frequencies for a frequency domain
Summarize a pianoroll
Calculate a boolean mask for notes
Computes the wavetables
Evaluate a model
Converts sinusoidal weights to harmonic weights
Compute the sigmoid
Record audio
Compute statistics for a dataset
Get input
Plots the midiae phase summary
Compute loudness
Calculate harmonic coefficients
Call the encoder

Get all kandi verified functions for this library.

ddsp Key Features

No Key Features are available at this moment for ddsp.

ddsp Examples and Code Snippets

DDSP demo on Streamlit,Prerequisites

Python

Lines of Code : 17

License : No License

Copy

!gsutil cp -r gs://ddsp/models/ .

├── models
│   ├── solo_flute_ckpt
|   |   ├── model.ckpt-2400.data-00000-of-00001
|   |   ├── model.ckpt-2400.index
|   |   ├── model.ckpt-2400.meta
|   │   └── operative_config-0.gin
│   ├── solo_flute2_ckpt
|   │

DDSP : Differentiable Digital Signal Processing,How to train with your own data

Python

Lines of Code : 8

License : Permissive (MIT)

Copy

git clone https://github.com/sweetcocoa/ddsp-pytorch

# example
ffmpeg -y -loglevel fatal -i $input_file -ac 1 -ar 16000 $output_file

# example
crepe directory-to-audio/ --output directory-to-audio/f0_0.004/  --viterbi --step-size 4

config = setup(

DDSP-Piano: Differentiable Piano model for MIDI-to-Audio Performance Synthesis,Bibtex

Python

Lines of Code : 7

License : Permissive (Apache-2.0)

Copy

@inproceedings{
  renault2022diffpiano,
  title={Differentiable Piano Model for MIDI-to-Audio Performance Synthesis},
  author={Lenny Renault and Rémi Mignot and Axel Roebel},
  booktitle={International Conference on Digital Audio Effects}
  year={20

Community Discussions

Trending Discussions on ddsp

What is the full form of 'ddspth' in oracle sql?

QUESTION

What is the full form of 'ddspth' in oracle sql?

Asked 2020-Feb-27 at 08:47

Can anyone explain the full form of "ddsp" in oracle sql command?

...

ANSWER

Answered 2020-Feb-27 at 08:47

It is a spelled number.

Source https://stackoverflow.com/questions/60429238

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install ddsp

First, follow the steps in the Installation section to install the DDSP package and its dependencies. DDSP modules can be used to generate and manipulate audio from neural network outputs as in this simple example:.
Requires tensorflow version >= 2.1.0, but the core library runs in either eager or graph mode.