# Before Start > - During the training process, I saw that a model already existed on weights.gg under the name "**Unknown Singer (Singer of Like the Wind / The Most Mysterious Song On)**", so I decided to go ahead anyway, as I really wanted to create my own version. > - Despite efforts to separate the acapella from the instrumental, the style of the music made it difficult to perform 100% cleanly. But the result is cool! > - The model only works with acapellas where the voice is strong. As an example of what I've been able to do to test the model: the Ballin' acapella gives a great result, whereas the Your Reality, ost acapella from DDLC gives a very poor result, as the voice is very timid and soft. # Last Update : <t:1704482580:R> > - **Model URL :** > - https://huggingface.co/rayzox57/Internet_Mysteries_RVC/resolve/main/The_Most_Mysterious_Song_on_the_Internet_v2_750e.zip > - **Version :** > - <a:firev2:1167361499149381662> RVC V2.0 > - **Pitch Extraction Algorithm :** > - RMVPE > - **Epochs - Steps :** > - 750 - 3.75k > - **Dataset :** > - ~ 00:00:33 [ Only the "main voice", or rather the most imposing one!] > - **Recommended Usage :** > - Cover, with a loud voice ! > - Don't try soft covers, they don't seem to work at all. > - **Search Feature Ratio :** > - 0.75 > - **Pitch :** > - Logic Pitch ( -6 / 0 = Man ) > - You can adjust if you find better version # Previews : > - **Preview_Cover.wav :** > - *Contains External Effects* : Yes > - *Pitch* : -6 > - *Feature Ratio* : 0.75 > - *Additional Infos* : The chorus effect you can hear in the preview is native to the model, it's not an additional effect I've implemented ! The reverb only accentuates this effect 🙂

Reference : https://www.youtube.com/watch?v=vgp7JdmHibA