Audio Processing

Hey voyagers, let’s embark on a fantastic journey into the world of audio signal processing. Modern communication methods have dramatically transformed the audio industry’s outlook. Have you ever given it a second thought? It has, however, altered how people communicate, interact, and engage with one another. …

Bu yazı, AdresGezgini Ar-Ge Merkezi’nde gerçekleştirdiğimiz çalışmalar kapsamında yazılmıştır. Bir önceki yazımızda ses verilerinin işlenmesi ve verilerden öznitelik çıkarılması üzerine tartışmıştık. Bu yazımızda 1000 adet mp3 dosyasını farklı müzik türlerinde sınıflandıracağız. Her bir türden elimizde 100 adet şarkı bulunmaktadır. Sınıflandırma işlemini ise Keras kütüphanesi ile halledeceğiz. Müzik türlerimiz: 1. blues 2. classical…

Music is a type of art that we hear. Music, especially the vocals in it, is powerful in that it evokes strong emotional responses, but it is hard to describe what catches our ear to make so. Can artificial intelligence create singing voices people love? In this post, we introduce our research on single/multi singer singing voice synthesis system. See how this system generates hyper-realistic and expressive human singing voices, and what are its potential impact on the media ecosystem.

Python library librosa is a python package for music and audio analysis. It provides the building blocks necessary to create music information retrieval systems. librosa uses soundfile and audioread to load audio files. Note that soundfile does not currently support MP3, which will cause librosa to fall back on the…

I’m sure that if you are interested in this post it’s because you’ve seen Mid/Side or M/S parameters (even Dual Mono in Logic Pro) in multiple plugins but you don’t know exactly what it is. I will try to explain it to you in a very simple way. The truth…

In this tutorial, I will show you how to create a deep learning-based application that will be able to find the celebrities with the most similar voice to yours. The main idea We will create a database of vector representations of audio excerpts from interviews of famous people and celebrities. Such representations will…

(Or: my journey for recording talk shows with multiple speakers in the same room) Recently I shot and edited a series of local talk shows in Cantonese. The shows were shot in a small gallery with less-than-ideal acoustic characters, and the (3–4) speakers were sitting quite close to each other…

If you are a student or a professional looking for various open-source audio-based data science projects, then, this article is here to help you. The audio-based data science projects listed below are categorized in an experience-wise manner. All of these projects can be implemented using Python. Audio-based Data Science Projects 1. Speech Emotion Recognition…

Studio One has a lot of depth. Sometimes, it also means that you must dig deep to find something fairly simple. I’ve written how an auto-pan feature is “hidden” in the X-Trem (tremolo) plugin. Now it’s time for a band-pass filter sweep. If you prefer learning from the video tutorials…