icon Tunelf Deezer Music Converter

  • Keep Deezer songs with the lossless audio quality and ID3 tags
  • Remove DRM and ads from Deezer music after the conversion
  • Download Deezer songs, albums, playlists, podcasts, and radios
  • Convert Deezer music tracks to MP3, FLAC, and more in batch

How to Use Spleeter Deezer to Separate Audio Tracks

By Liam Garcia

Updated on July 3, 2023

Have you ever heard of Spleeter Deezer? Spleeter Deezer is an AI source separation engine developed by Deezer R & D team to separate audio tracks. Thanks to innovative and outperforming Artificial intelligence, we’re able to separate the voice and different musical instruments of a song with ease. Spleeter is MIT-Licensed so you are really free to use it in any way you want. So, if you’re a music hacker who wants to build something great with Deezer Spleeter, then go ahead!

As for now, still, lots of people have puzzled about how this tool work and how to install Spleeter Deezer on our devices. Here comes the solution! We will write you useful tips to help you separate audio tracks and enjoy Deezer better.

Part 1 Q&A: Spleeter By Deezer

For the most puzzling and frequently-asked questions, we offer you answers here. If you have puzzles as below, jump to the next to check them out!

Q1. What Is Deezer Spleeter Made For?

Since the issue of source separation has been a long-time discovering project, there are multiple needs and future applications with audio separation. Deezer has made much research on this topic and designed this efficient tool. According to its official blog, Deezer says this tool is going to make contributions to their development, but also benefit others. No matter whether you’re an official from a related department or institute or a music hacker who would like to make sure of audio tracks, Spleeter is a fast and powerful tool that is worth trying.

Q2. What Features Does Spleeter Deezer Have?

Well, in short, Deezer Spleeter is a solution for recreating multi-tracks from a flat audio file, whether for a song, podcast, movie, game, etc. In terms of main features, it can be divided into the following several types:

  1. Perform audio restoration or remastering
  2. Generate karaoke or music-learning tracks
  3. Generate multi-tracks for DJ mixes
  4. Simplify subtitling activities
  5. Create bespoke audio-centric experiences

Besides, after pre-trained, Deezer has 3 different modes depending on your desire or need.

  • 2 Stems: Voice + all instruments
  • 4 Stems: Vocals + Drums + Bass + Others
  • 5 Stems: Vocals + Drums + Bass + Piano + Others

Q3. How We Use It at Deezer?

In general cases, Deezer Spleeter is available on your desktop no matter what your operating system is. For more advanced users, there is a python API class called Separator that you can manipulate directly into your usual pipeline. At Deezer, we use Spleeter on a day-to-day basis to separate vocal and instrumental tracks. The innovation program is Python code and you need to install it from Github, a software developer website.

Part 2 How to Install Spleeter Deezer Program on PC

Spleeter is an open-source separation library with pre-trained models written in Python and uses Tensorflow. There is no direct application download in the App Store, you’ll have to download it via github.com as they are only created by Python codes. When it comes to installing Deezer Spleeter on your PC, several choices are available for you. Please note that Spleeter by Deezer now no longer supports installing from Conda and will not recommend you use this way.

Install Spleeter Deezer via Pip

The simplest method is still to use “pip” with a “ffmpeg” dependency. Before installing Spleeter directly from the Pip package manager, please make sure the following dependencies are installed in advance.

  1. Ffmpeg
  2. Libsndfile

These dependencies can be installed with conda on any platform.

conda install -c conda-forge ffmpeg libsndfile

You can then install the library from PyPi repository:

pip install spleeter

How to Use Deezer Spleeter with Commands

Once installed, Spleeter can be used directly from any CLI through the spleeter command. As for the main features, Spleeter provides you three actions with the following subcommand.

SeparateSeparate audio files using a pre-trained model
TrainTrain a source separation model. You need a dataset of separated tracks to use it
EvaluatePretrained model evaluation over the musDB test set

How to Use Deezer Spleeter Online

Want to try it out while are not willing to install anything? No problem! Spleeter Deezer has set up a Google Colab for your online experience. The simple tutorial is as below.

Step 1. Navigate to Google Colab from colab.research.google.com.

Step 2. Follow the on-screen instructions to get Spleeter online.

Step 3. Get the example mp3 file from Deezer Spleeter Github.

Step 4. Separate the audio file from command line.

With the above steps, you can utilize Spleeter to do multiple kinds of things, including remixing, upmixing, active listening, educational purposes and more. Well, Deezer has also claimed that if you plan to use Spleeter on copyrighted materials like Deezer tracks, you must get proper authorization from the authors beforehand.

Extra Tip: Separate Deezer Music via Deezer Spleeter Without Limits

Though Spleeter Deezer was designated by Deezer officials, it was finally released as an open-source audio separation tool for public usage. And as stated above, streaming content is regarded as copyrighted material and you should ask for the original authors’ authorization before getting into use. So, if you want to do a music remix that will make use of audio files from somebody, the first step for you is to get permission.

After then, you’ll need to access the Deezer tracks to import. In this case, I suggest you use a tool to get DRM-free Deezer MP3 files offline. So, you can get high-quality audio without premium and stream them or upload them on multiple devices.

Tunelf Deetrack Music Converter is the tool you need. Tunlef Deetrack Music Converter is specially designed for all Deezer users to enjoy Deezer Music better without limits. It lets you download songs, playlists, albums, podcasts, and radios from Deezer to MP3, AAC, and more with HiFi quality. For playing Deezer music without limitations, you can easily convert and download Deezer music to MP3, AAC, FLAC, and other popular audio formats. Plus, the 100% audio quality and ID3 tags will be losslessly retained. After conversion, it’s easy to import local mp3 files to anywhere or any device for streaming or something else.

Key Features of Tunelf Deezer Music Converter

  • Keep Deezer songs with the lossless audio quality and ID3 tags
  • Remove DRM and ads from Deezer music after the conversion
  • Download Deezer songs, albums, playlists, podcasts, and radios
  • Convert Deezer music tracks to MP3, FLAC, and more in batch
  • Freely customize lots of parameters like format, bit rate, and channel

In Conclusion

To conclude, Spleeter Deezer is a useful tool for music remixes and more. But the process to install can be a bit difficult and you’ll need to figure out the Python codes and download them from GitHub. In addition to that, if you want to download Deezer music for remix, Tunelf Deetrack Music Converter is the best tool to achieve.

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