Implementation:Speechbrain Speechbrain Prepare ESC50 Interpret

Knowledge Sources	SpeechBrain
Domains	Environmental Sound Classification, Data Preparation
Last Updated	2026-02-09 00:00 GMT

Overview

Variant of the ESC-50 data preparation script for the interpretability recipe.

Description

This file (recipes/ESC50/interpret/esc50_prepare.py) is a copy of the canonical ESC-50 data preparation script. It provides the same prepare_esc50 function with identical parameters and behavior, placed within the interpret recipe subdirectory for convenience. The canonical implementation is documented on the Implementation:Speechbrain_Speechbrain_Prepare_ESC50 page.

Usage

Use this when preparing the ESC-50 dataset specifically for the interpretability/explanation recipe. See the canonical page for full details.

Code Reference

Source Location

• Repository: SpeechBrain
• File: recipes/ESC50/interpret/esc50_prepare.py

Canonical Implementation

This is a duplicate of the classification ESC-50 preparation script. For full documentation including signature, I/O contract, and usage examples, see:

• Implementation:Speechbrain_Speechbrain_Prepare_ESC50

Related Pages

• Implementation:Speechbrain_Speechbrain_Prepare_ESC50 -- Canonical implementation page
• Principle:Speechbrain_Speechbrain_Dataset_Specific_Data_Preparation