Music Information Retrieval is about retrieving information from music entities.
The slides will introduce the basic concepts of the music language, passing through different kind of music representations and it will end up describing some low level features that are used when dealing with music entities.
Music Information Retrieval is about retrieving information from music entities.
The slides will introduce the basic concepts of the music language, passing through different kind of music representations and it will end up describing some low level features that are used when dealing with music entities.
slides presented at a three-hour local AI music course in Taiwan in Oct 2021; part 1: a brief introduction to music information retrieval (+analysis, +generation)
MIDI-LAB, a Powerful Visual Basic Program for Creating MIDI Musicijseajournal
Creating MIDI music can be a practical challenge. In the past, working with it was difficult and frustrating
to all but the most accomplished and determined. Now, however, we are offering a powerful Visual Basic
program called MIDI-LAB, that is easy to learn, and instantly rewarding to even the newest users. MIDILAB has been developed to give users the ability to quickly create music with a limitless variety of tunes,
tempos, speeds, volumes, instruments, rhythms and major scales. This program has a simple, intuitive, and
user-friendly interface, which provides a straightforward way to enter musical data with Numbered Musical
Notation (NMN) and immediately create MIDI music. The key feature of this program is the digitalization
of music input. It vastly simplifies creating, editing, and saving MIDI music. MIDI-LAB can be used
virtually anywhere to write music for entertainment, teaching, computer games, and mobile phone
ringtones
Machine Learning for Creative AI Applications in Music (2018 May)Yi-Hsuan Yang
Machine Learning for Creative AI Applications in Music, slides presented at the Fifth Taiwanese Music and Audio Computing Workshop (http://mac.citi.sinica.edu.tw/tmac18/)
Open Archives Initiative for Sheet Music: Data MappingJenn Riley
Riley, Jenn. "Open Archives Initiative for Sheet Music: Data Mapping." TRUE/FALSE: Facsimiles, Fakes, Forgeries and Issues of Authenticity in Special Collections: The 44th Annual RBMS Preconference, Toronto, Canada, June 17-20, 2003.
1) Revision of last week
2) Starting points for Production Analysis - The Song, Arrangement and Track
3) Immanent Analysis -Analytical Priorities of the Elements of Music
Annotating Music Collections: How Content-Based Similarity Helps to Propagate...Oscar Celma
In this paper we present a way to annotate music collections by exploiting audio similarity. In this sense, similarity is used to propose labels (tags) to yet unlabeled songs, based on the content–based distance between them. The main goal of our work is to ease the process of annotating huge music collections, by using content-based similarity distances as a way to propagate labels among songs.
We present two different experiments. The first one propagates labels that are related with the style of the piece, whereas the second experiment deals with mood labels. On the one hand, our approach shows that using a music collection annotated at 40% with styles, and using content– based, the collection can be automatically annotated up to 78% (that is, 40% already annotated and the rest, 38%, only using propagation), with a recall greater than 0.4. On the other hand, for a smaller music collection annotated at 30% with moods, the collection can be automatically annotated up to 65% (e.g. 30% plus 35% using propagation).
Social Tags and Music Information Retrieval (Part II)Paul Lamere
Part 2 of the slides for the Social Tags and Music Information Retrieval Tutorial - Abstract: Social Tags are free text labels that are applied to items such as artists, playlists and songs. These tags have the potential to have a positive impact on music information retrieval research. In this tutorial we describe the state of the art in commercial and research social tagging systems for music. We explore some of the motivations for tagging. We describe the factors that affect the quantity and quality of collected tags. We present a toolkit that MIR researchers can use to harvest and process tags. We look at how tags are collected and used in current commercial and research systems. We explore some of the issues and problems that are encountered when using tags. We present current MIR-related research centered on social tags and suggest possible areas of exploration for future resear
Literature review and exploration of music visualization as an Information Visualization research area. Presentation examines all forms of visual music, from 2d images and music videos to media player plug-ins and Computer Science publications.
Some of my slides from the AES 122 Vienna Convention, workshop on "Music and the Web" (May 6th, 2007). This presentation was dealing with the Music Ontology, and some of the Linked Data concepts.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
7. What is the “essence” of a song? Philosophical implication
8. What can we do with a score? storage storage performance SCORE distribution analysis editing SOFTWARE ? DIGITIZATION !
9. Is CMN suitable/appropriate for the notation of pop music? How about software? File formats Applications for viewing, editing, playing, … Core questions
10. Full score (fragment) -complex rhythm (syncopation) -microtiming -microtonality (e.g. blue notes, glissandi, …) -timbre, sound effects Hard to read
29. Are common music formats appropriate/suitable for partial scores? Are common software applications up to the task? If not, what should be changed? Core questions (2)
35. Space alignment (monospaced font!) Very popular on internet(OLGA, napster, ultimate-guitar, …) - Alignment not always clear - Editing is awkward - Not standardized hard to handle for computers Text-based
39. Develop software and file formatsfor handling partial scores Avoid note- and measure-centricism Allow untimed information Allow flexible combination of separate streams … Our research
40. = online lead sheet editor Chord labels, lyrics, structure, metric, notes Wiki workflow To be used in wikifonia.org Ched
41. = XML-format and API for the representation of complex time structures Applications: Pop, jazz, folk, … Karaoke Contemporary music Pre-classical music Non-western music Poetry Choreography, movement Light show Robot control Scheduling, planning … Chronicle
44. Pop music uses “partial” scores Most formats and software applications are Note-centric Measure-centric Conclusions
45. thoughts System breaks versus line breaks ex: lied om lied (intro): difference between classical and pop? Pop: composer is performer Pop: audio, not score How well does software cope? (partial info, non-CMN like chord labels ..) How well do formats cope? Nomenclature badly standardized (chord sheet, leadsheet, tab, …) Notations by amateurs: errors, inaccuracy (inherent??) Software / usability: Transpos. Chord reduction Auto fingering… TUBS, tracker notation, module file Integer notation Transpositie wordt veel gevraagd. Bestaat ook in tekstfiles Fret diagram = chord grid