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#Art & Design #Adobe #ChatGPT #GitHub

#Audio Signal Processing

Showing: 29 courses
Valerio Velardo - The Sound of AI

Intensity, Loudness, and Timbre

1 rewiews
Explore sound power, intensity, loudness, and timbre, covering key concepts like amplitude envelope, harmonic content, and modulation. Gain insights into audio signal processing for machine learning.
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19 Lesons
37 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Mel-Frequency Cepstral Coefficients Explained Easily

0 rewiews
Explore Mel-Frequency Cepstral Coefficients (MFCCs) in audio processing, covering their history, computation, visualization, and applications in speech and music analysis.
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17 Lesons
58 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

How to Extract the Fourier Transform with Python

0 rewiews
Extract and visualize Fourier Transform from audio using Python and Numpy. Compare magnitude spectra of the same note on different instruments, with practical code examples provided.
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6 Lesons
28 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Discrete Fourier Transform Explained Easily

0 rewiews
Explore the Discrete Fourier Transform's adaptation for digital signals, its visual interpretation, and practical hacks for time and frequency domains in audio signal processing.
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13 Lesons
26 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Defining the Fourier Transform with Complex Numbers

0 rewiews
Explore complex numbers in Fourier transform, including coefficients, visual interpretation, and inverse transform. Gain insights into elegant mathematical representations for audio signal processing.
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14 Lesons
45 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Demystifying the Fourier Transform - The Intuition

0 rewiews
Gain intuitive understanding of the Fourier Transform for audio signal processing through visual explanations, avoiding complex math while focusing on practical applications in frequency domain analysis.
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10 Lesons
37 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

How to Extract Root-Mean Square Energy and Zero-Crossing Rate from Audio

0 rewiews
Explore audio feature extraction using Python: learn to calculate Root-Mean Square Energy and Zero-Crossing Rate, and analyze their variations across music genres and audio sources.
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5 Lesons
32 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

How to Extract Audio Features

0 rewiews
Explore acoustic feature extraction from audio signals, covering time and frequency domains, spectral leakage, windowing, frames, and hop length for enhanced audio processing understanding.
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13 Lesons
22 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Extracting Mel Spectrograms with Pytorch and Torchaudio

0 rewiews
Master Mel Spectrogram extraction using PyTorch and torchaudio. Learn key audio transformations, resampling techniques, and practical implementation for audio processing tasks.
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10 Lesons
23 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Automatic Song Remixes With Audio Signal Processing and Simple Machine Learning

0 rewiews
Explore Python-based Infinite Remixer for automatic song remixes using beat tracking and Nearest Neighbours search. Learn system design, usage, experiments, and potential improvements for innovative music creation.
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18 Lesons
30 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

Recent Trends in Virtual Analog Modeling Based on Nonlinear Wave Digital Filters

0 rewiews
Explore recent advancements in virtual analog modeling using nonlinear Wave Digital Filters. Gain insights into emulating complex audio circuits with multiple nonlinearities for improved stability, accuracy, and efficiency.
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1 Lesons
46 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

A Comparison of Virtual Analog Modelling Techniques - Part 2

0 rewiews
Explore virtual analog modeling techniques, from traditional methods to neural networks and grey-box approaches, using the Boss DS-1 guitar pedal as an example. Compare generalization and problem-solving across different circuit types.
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1 Lesons
45 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

Digital Modelling of the Roland RE-201 - ADC23

0 rewiews
Explore digital modelling of the Roland RE-201, analyzing subsystems and challenges in achieving perceptual accuracy in software simulations. Compare various modelling methods for this iconic device.
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1 Lesons
32 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

High-Level Programming of FPGAs for Audio Real-Time Signal Processing Applications

0 rewiews
Explore high-level FPGA programming for audio processing using SyFaLa toolchain and Faust language. Learn advantages, applications, and potential in spatial audio and room acoustics control.
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8 Lesons
20 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

Point to Point Modeling: An Automatic Circuit Solving Library

0 rewiews
Explore an automatic circuit solving library for simulating analog audio circuits. Learn to implement and analyze component-level circuits for real-time plugins and mobile apps.
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1 Lesons
44 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

Pipeline for VA Modelling with Physics-Informed Machine Learning

0 rewiews
Explore a VA modelling pipeline using Differentiable Wave Digital Filters and neural networks for accurate, real-time circuit modelling, demonstrated with a diode clipper circuit.
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1 Lesons
32 minutes
On-Demand
Free-Video
ADC - Audio Developer Conference

Using Convolution for Archeo-Acoustic Conservation

0 rewiews
Explore computational techniques for preserving unique acoustic properties of historical spaces, enhancing heritage conservation through audio technology.
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1 Lesons
31 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Modeling Hierarchies of Sound for Audio Source Separation and Generation - 2024 JSALT

0 rewiews
Explore hierarchical sound modeling for audio source separation and generation. Learn about extracting components, controlling models, detecting data memorization, and building interpretable controls.
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1 Lesons
1 hour 25 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Complex Numbers for Audio Signal Processing

0 rewiews
Explore complex numbers visually for audio signal processing, covering Cartesian and polar representations, Euler's formula, and their application in Fourier transforms.
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12 Lesons
26 minutes
On-Demand
Free-Video
Launchpad

Multi-Scale Multi-Band DenseNets for Audio Source Separation

0 rewiews
Explore multi-scale multi-band DenseNets for audio source separation, featuring innovative architecture with up-sampling, block skip connection, and band-dedicated dense blocks to improve performance and efficiency.
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8 Lesons
24 minutes
On-Demand
Free-Video
code::dive conference

AsyncIO and Music

0 rewiews
Explore AsyncIO's potential in music production through MIDI processing, covering signal transformations, generative music, and audio processing challenges.
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31 Lesons
1 hour
On-Demand
Free-Video
EDMProd

Understanding Phase Cancellation in Music Production and Audio Mixing

0 rewiews
Master the concept of phase cancellation in audio production through practical examples of kick drums, basslines, instruments, and stereo synths to improve your mixing decisions.
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8 Lesons
13 minutes
On-Demand
Free-Video
EDMProd

Ableton Distortion Effects Tutorial - From Amp to Vinyl Distortion

0 rewiews
Master Ableton's distortion effects toolkit, from Amp and Cabinet to Saturator and Vinyl Distortion, exploring each module's unique characteristics for adding warmth and character to your music.
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9 Lesons
12 minutes
On-Demand
Free-Video
Make Pop Music

Gain Staging: A Complete Guide to Audio Level Management and Compression

0 rewiews
Master the essentials of gain staging in music production, from proper input levels to compression techniques. Learn when gain staging matters, how to level match, and optimize your mix workflow for better sound quality.
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18 Lesons
22 minutes
On-Demand
Free-Video
One Man And His Songs

Comparing the Roles of Filter and EQ Plugins in Audio Production

0 rewiews
Understand the key differences between filter and EQ plugins in audio production, exploring their unique functions and practical applications in music mixing.
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1 Lesons
15 minutes
On-Demand
Free-Video
Valerio Velardo - The Sound of AI

Extracting the Amplitude Envelope Feature From Scratch in Python

0 rewiews
Aprenda a extrair a envoltória de amplitude em Python usando Librosa, implementando-a do zero e analisando diferenças entre gêneros musicais através de processamento e visualização de áudio.
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10 Lesons
34 minutes
On-Demand
Free-Video
MusicTechHelpGuy

Understanding Audio Compression in Logic Pro - Part 27

0 rewiews
Master audio compression techniques in Logic Pro, from basic concepts to advanced applications across various instruments. Learn essential parameters and practical mixing strategies for professional sound.
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18 Lesons
44 minutes
On-Demand
Free-Video
Jannis Le Wolff

Ableton Analog Synthesizer - Complete Tutorial from Basics to Advanced Settings

0 rewiews
Master Ableton's Analog synthesizer through comprehensive exploration of oscillators, filters, envelopes, LFOs, and modulation techniques - from basic functionality to advanced sound design concepts.
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11 Lesons
36 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Personalized Speech Enhancement: Data- and Resource-Efficient Machine Learning

0 rewiews
Explore data-efficient machine learning techniques for personalized speech enhancement, focusing on modularized models and self-supervised learning to achieve user-specific improvements with minimal data.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video