---
title: PANAMA
emoji: 🎸
colorFrom: yellow
colorTo: red
sdk: docker
sdk_version: 6.24.0
app_file: app.py
pinned: false
license: mit
short_description: Parametric neural guitar amp modeling, six knobs
tags:
  - category:effects
  - subcategory:neural-analog-effects
  - domain:music
  - input:audio
  - output:audio
  - sample-rate:48000
  - channels:mono
  - amp-modeling
  - guitar
app_port: 7860
---

# PANAMA — HARP Endpoint

Deploys [PANAMA](https://github.com/ETH-DISCO/PANAMA) as a [PyHARP](https://github.com/TEAMuP-dev/pyharp) endpoint.

## What it does

Applies parametric neural amp modeling to audio. Use the 6 knobs to control the amp characteristics. Knob labels are generic (Knob 1-6) since the demo checkpoint's specific knob assignments are not documented in the repo.

## Hardware Requirements

This Space requires at minimum a T4 Small GPU instance.