Skip to content

Audio codec used for training in the original paper - very low bandwidth/quality? #282

@vican9000

Description

@vican9000

First of all, great project!

One question though: in the original paper, you mentioned using a four quantizer Encodec for MusicGen training, with a pretty large stride (50 Hz). This will produce a pretty low quality output (and monophonic, and 32 kHz-only).
Have you done any ablation studies with trying larger bandwidths? For instance, in the Encodec paper, you've trained a stereo 48kHz 24kbit/s model. What were the issues with using this in MusicGen?

@adefossez hopefully you can shed some light here. Thanks!

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions