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ouroboros
Join us on an exploration beyond traditional PHP boundaries in this enlightening talk. Delve into practical examples showcasing PHP's versatility in three distinct realms: Infrastructure as Code, WebAssembly (WASM)-based serverless, and browser-based applications.
Discover how PHP can seamlessly adapt to the dynamic landscape of modern development, empowering developers with hands-on insights into its potential across varied domains.
Prepare to embark on a journey where PHP boldly ventures into uncharted territories, pushing the boundaries and changing the terms of fullstack PHP.
Faites de chaque moment une aventure
Créations artisanales en bois & résine, uniques et personnalisées.
Entre univers fantasy, décoration, souvenirs, logo et pièces sur mesure, chaque objet raconte votre histoire.
C’est l’un des points de bascule les plus redoutés par les climatologues. Pour une raison simple : courant océanique majeur, l’AMOC (désignant plus précisément la « circulation méridienne de retournement de l’Atlantique ») est un régulateur crucial du climat. Parfois comparé à un immense tapis roulant, il transporte les eaux tropicales chaudes jusqu’en Europe et en Arctique. Là, les courants de surface se refroidissent et plongent dans les profondeurs avant de repartir vers l’hémisphère sud… et de repartir pour un nouveau tour.
C’est à l’AMOC que nous devons un climat tempéré en Europe et des pluies dans les tropiques. En outre, cet ensemble de courants complexes – dont fait partie le Gulf Stream – facilite l’absorption du CO2 et l’approvisionnement en oxygène des océans. Problème : cet équilibre vital est de plus en plus menacé par le dérèglement climatique qui, en réchauffant les eaux aux pôles, rend ces dernières moins denses, et donc moins lourdes. Résultat, elles ont plus de mal à plonger, et tout le circuit s’en trouve ralenti. Un phénomène accentué par la fonte du Groenland augmente l’apport en eau douce dans l’Atlantique, ce qui rend l’eau moins riche en sel, et donc là aussi plus légère.
The Deduplicating Warp-speed Advanced Read-only File System.
A fast high-compression read-only file system for Linux, FreeBSD, macOS and Windows.
Ce site est rempli d'outils en TUI (interfaces en terminal) super chouettes, du client Fediverse au navigateur en passant par un gestionnaire de services systemd.
https://audio.dev/ -- @audiodevcon
An Efficient, Open-Source C++ Loop Classifier and Tempo Estimator - The Algorithm Behind Audacity’s Brand New Tempo Detection Feature - Matthieu Hodgkinson - ADC 2024
An efficient, offline C++ algorithm for loop classification and tempo estimation is presented, alongside its evaluation framework. The framework provides the area under the ROC curve (AUC) of the classifier, facilitating regression-free development and tuning of the algorithm. The AUC is now 0.93 when evaluated against the set of files (publicly available on freesound.org under the Creative Commons license) listed in the framework's source code. By providing computation time measurement, the framework has also been useful for optimizing the algorithm, which is now typically over 2500 times faster than real-time (measurement made on a Windows laptop with a 12th Gen Intel Core i7-12800HX processor and 32 GB of RAM). Furthermore, the framework can be used to set the target false positive rate according to the requirements of your application. Algorithm and evaluation framework are open source, and care has been taken to keep the algorithm easily reusable.
The algorithm can be seen as a "classical" algorithm and reuses ideas described elsewhere in the literature. However, the idea behind the classifier is original. A set of loosely plausible numbers of tatums (or ticks) fitting in the duration of the provided audio file is taken. The likelihood of each tatum count hypothesis is evaluated by measuring the distance of each onset to its closest tatum and using the onset's strength in the weighted average of all distances. The average is then compared to a threshold, and, if below, a disambiguation step is carried out, where the number of tatums is reused to determine the most likely tempo (BPM) and time signature.
As implied above, the input audio must be a loop for its tempo to be detected. This limitation was not deemed critical for the application the algorithm was intended for. On the other hand, it opened possibilities to improve the discriminant factor of the classifier, allowing a higher success rate while keeping the false positive rate low.
Checkout the GitHub Repo: https://github.com/saintmatthieu/loop...
Slides: https://data.audio.dev/talks/2024/an-...
Matthieu Hodgkinson
Passionate about music, I pursued a Bachelor's degree in Musicology at the Université Jean Monnet. I completed the final year of this degree at the National University of Ireland, as an Erasmus student, where I delved into computer music. I continued my studies there, earning an MA in Music Technology, and later completed a PhD in Computer Science, focusing on DSP.