Fourier Audio

At the heart of most guitar tuners is some sort of pitch detection algorithm. Here we focus on zero-crossing, fast fourier transform, and autocorrelation.

Guitar Tuner: Pitch Detection for Dummies

To view the code, training visualizations, and more information about the python example at the end of this post, visit the Comet project page.

How To Apply Machine Learning And Deep Learning Methods to Audio Analysis

In this study, we propose HierSpeech++, a human-level zeroshot speech synthesis model in terms of naturalness and voice similarity.

Introducing Hierspeech++: A Human-Level Zeroshot Speech Synthesis Model

I have always been a huge music nerd. Add to that list also being a coding nerd. I recently learned Processing and saw the potential it had to create immersive experiences, especially for designers and artists like me. 

I Built This Immersive Audio Visualiser

In this paper, researchers introduce Solos, a clean dataset of solo musical performances for training machine learning models on various audio-visual tasks.

Solos: A Dataset for Audio-Visual Music Analysis -  Experiments

This is an example of an audio data analysis by 2D CNN  

Classification using Neural Network with Audio Data

Human perception is multidimensional and a balanced combination of hearing, vision, smell, touch, and taste. Recently, many pieces of research have tried to step forward on the road of improving machine perception by transitioning from single-modality learning to multimodality learning. 

Deep Learning for Modeling Audio-Visual Correspondences

Like my articles? Feel free to vote for me as ML Writer of the year here. 

Audio Handling Basics: Process Audio Files In Command-Line or Python

Linear Attention and long-context models are reshaping AI's handling of sequence data.

Linear Attention and Long Context Models

Researchers developed a method to hide secret messages that is more secure and resistant to distortion during online sharing.

Researchers Claim AI May Be the Ultimate Tool for Hiding Secret Messages in Videos

Selective SSMs achieve up to 7× faster processing than attention and optimal memory efficiency with kernel fusion and recomputation on modern GPUs.

Hardware-Aware Algorithm for Selective State Space Models

Discover how new AI models handle longer tasks, improve learning, and bring smarter, faster performance to the next generation of technology.

AI That Remembers

OpenVoice: A cutting-edge voice cloning system offering flexible voice style control and zero-shot cross-lingual capabilities from a short audio clip.

OpenVoice: Versatile Instant Voice Cloning - Approach

This article proposes a novel fault diagnosis method: clustering spatially correlated sparse Bayesian learning.

A Sparse Bayesian Learning for Diagnosis of Nonstationary and Spatially Correlated Faults:References

Learn about the stakeholders in the advancements of equidistant and non-equidistant time-domain measurements. 

Groundbreaking Research in Signal Theory

Learn everything you need to know about Data Security via these 351 free HackerNoon stories.

351 Stories To Learn About Data Security

How proper prompt engineering takes my interaction with AI chatbots to the next level. 

The Art of Prompt Engineering: How AI Helps Me Do My Homework

Learn everything you need to know about Javascript Tutorial via these 162 free HackerNoon stories.

162 Stories To Learn About Javascript Tutorial

Sound has been used in numerous applications as a tool for object localization. Audio technology can enhance object detection and may improve self driving cars.

Survey on Acoustic Sensors in Self-Driving Cars

This article illustrates how to separate the vocals of a song from the instruments using my new favorite library, Librosa.

How to Isolate Vocals in a Song With Python

Engineers of the “Promobot” company shed some light on what the notion of “robot communication” actually means

I Hear Voices: The Communicative Array for a Friendly Robot

Have you ever tuned in to a video or a TV show and the actors were completely inaudible, or the music was way too loud? Well, this problem, also called the cocktail party problem, may never happen again. Mitsubishi and Indiana University just published a new model as well as a new dataset tackling this task of identifying the right soundtrack. For example, if we take the same audio clip we just ran with the music way too loud, you can simply turn up or down the audio track you want to give more importance to the speech than the music.

This AI Can Separate Speech, Music and Sound Effects from Movie Soundtracks

Some of you may have noticed that it’s been a while since my last article, despite winning this year's IoT Noonies award (btw thanks to all of you who voted, that means a lot to me!). 

Build A Smart Baby Monitor Using a RaspberryPi and Tensorflow

Knowing Python is the most valuable skill to start a data scientist career. Although there are other languages to use for data tasks (R, Java, SQL, MATLAB, TensorFlow, and others), there are some reasons why specialists choose Python. It has some benefits, such as:

6 Best Python-Based Data Science Frameworks

Bringing the software revolution to live audio.

FOURIER AUDIO

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Since 2021

Fourier Audio's stories on HackerNoon

Guitar Tuner: Pitch Detection for Dummies

How To Apply Machine Learning And Deep Learning Methods to Audio Analysis

Introducing Hierspeech++: A Human-Level Zeroshot Speech Synthesis Model

I Built This Immersive Audio Visualiser

Solos: A Dataset for Audio-Visual Music Analysis - Experiments

Classification using Neural Network with Audio Data

Deep Learning for Modeling Audio-Visual Correspondences

Audio Handling Basics: Process Audio Files In Command-Line or Python

Linear Attention and Long Context Models

Researchers Claim AI May Be the Ultimate Tool for Hiding Secret Messages in Videos

Hardware-Aware Algorithm for Selective State Space Models

AI That Remembers

OpenVoice: Versatile Instant Voice Cloning - Approach

A Sparse Bayesian Learning for Diagnosis of Nonstationary and Spatially Correlated Faults:References

Groundbreaking Research in Signal Theory

351 Stories To Learn About Data Security

The Art of Prompt Engineering: How AI Helps Me Do My Homework

162 Stories To Learn About Javascript Tutorial

Survey on Acoustic Sensors in Self-Driving Cars

How to Isolate Vocals in a Song With Python

I Hear Voices: The Communicative Array for a Friendly Robot

This AI Can Separate Speech, Music and Sound Effects from Movie Soundtracks

Build A Smart Baby Monitor Using a RaspberryPi and Tensorflow

6 Best Python-Based Data Science Frameworks

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