How to Use Spleeter to Split Vocals and Instrumentals from Deezer Music (2025 Guide)
If you're a music producer, DJ, or audio editor, you've probably heard of Spleeter, the open-source tool developed by Deezer that can isolate vocals from instrumental tracks with AI precision.
But what if you want to split a song directly from Deezer? Unfortunately, Deezer doesn't offer native support for music file downloads or audio separation. That’s why in this guide, we'll show you how to use Spleeter to split vocals from Deezer tracks — and how to get those tracks in the first place.
We'll also introduce a much easier solution to download high-quality Deezer music using TuneSolo Deezer Music Converter. With it, you can export music to MP3/WAV and then process it with Spleeter effortlessly.
Article Content What Is Spleeter Can You Use Spleeter with Deezer Music? How to Use Spleeter to Split Deezer Songs Download Deezer Music Before Using Spleeter Best Alternative to Split Deezer Vocals and Instrumentals Conclusion
What Is Spleeter
Spleeter is a powerful music source separation library developed by Deezer’s research team. It's capable of isolating vocals and instrumentals from a music track using machine learning models.
With Spleeter, you can split audio into different stems such as 2 stems (vocals + accompaniment), 4 stems (vocals, drums, bass, and others), or even 5 stems. It is widely used by music editors and remixers to create karaoke versions or analyze audio elements in detail.
Can You Use Spleeter with Deezer Music?
Technically, yes — but there’s a catch. Deezer music is encrypted and streamed with DRM protection. Spleeter only works with audio files like MP3 or WAV, so you need to extract the Deezer audio first.
Unfortunately, Deezer doesn't let users export files. That’s why we need a reliable tool to download Deezer music before using Spleeter.
How to Use Spleeter to Split Deezer Songs
Once you’ve got your Deezer tracks in MP3 or WAV format, here’s how to use Spleeter:
Step 1. Install Python (version 3.7 or above) from the official Python website.
Step 2. Open your terminal or command prompt, then run:
pip install spleeter
Step 3. Once installed, navigate to your downloaded audio folder and run the command:
spleeter separate -i track.mp3 -p spleeter:2stems -o output
This will separate the track into two parts — vocals and accompaniment — in a new output folder.
To learn more advanced options, refer to Spleeter's GitHub repository.
Download Deezer Music Before Using Spleeter
To use Spleeter with Deezer, first you need to get your hands on the audio files. The best tool for this is TuneSolo Deezer Music Converter, which lets you download any Deezer song or playlist to DRM-free MP3, WAV, or FLAC files.
Step 1. Launch TuneSolo and choose Deezer Music as your target platform.
Step 2. Log into your Deezer account and copy-paste the song or playlist URL into the search bar.
Step 3. Choose the output format as MP3 or WAV, and set the preferred bitrate (up to 320kbps).
Step 4. Click the Convert button to begin downloading the song.
Step 5. Once done, find the downloaded tracks in the "Converted" section.
Best Alternative to Split Deezer Vocals and Instrumentals
While Spleeter is a powerful tool, it requires some technical know-how. If you're looking for an easier way to handle Deezer music, TuneSolo Deezer Music Converter offers more than just downloads — it helps you get studio-quality audio that can be used for remixing, karaoke, and DJ sets.
Looking to remove DRM from Deezer music? This tool can help. Want to convert Deezer to MP3? Also possible.
If you want to preserve the highest audio quality, you can even download Deezer music to FLAC format.
Conclusion
Using Spleeter to split vocals from Deezer tracks is totally doable — as long as you can get the music files first. With TuneSolo Deezer Music Converter, you can easily download any Deezer song and then use tools like Spleeter for your remix, karaoke, or music editing projects.
For hassle-free downloading, batch conversion, and lossless quality, give TuneSolo a try today.
FAQs
Can I split Deezer music vocals using Spleeter?
Yes, but only after downloading the tracks. Deezer music must be converted to MP3 or WAV before using Spleeter.
What’s the easiest way to extract Deezer vocals?
Use TuneSolo Deezer Music Converter to download the music, then import the files into Spleeter for vocal separation.
Does Spleeter support FLAC or WAV?
Yes, Spleeter works well with FLAC and WAV files in addition to MP3.