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audio_feature_extraction's Introduction

Classificação de canto de pássaros

Time

RA Name
2349256 Ana Carla Quallio Rosa
2349345 Gabriela Paola Sereniski
2046407 Maria Fernanda Pinguelli Sodré
2252813 Reginaldo Gregório de Souza Neto

Extração de características de áudio

Funções para extração das características espectrais de sinais de áudio em python.

A base de dados consiste nas gravações das 10 espécies de pássaros com maior volume de amostras da competição Birdclef 2023.

Execução: python extractor.py

Separação das características

Após a extração execute python separacao_features.py para escolher quantos % da base você quer destinar para treino/teste

Execução da classificação

Em seguida basta executar python exampleMLP.py para testar com os algoritmos de classificação disponibilizados pelo professor para obter as acurácias.

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