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MiningSuite http://bit.ly/miningsuite Olivier Lartillot - PowerPoint PPT Presentation

Oct 16, 2023 •811 likes •896 views

MiningSuite http://bit.ly/miningsuite Olivier Lartillot MiningSuite Complete redesign, extension, of MIRtoolbox MIRtoolbox focused on audio-based Music Information Retrieval Very easy to use Powerful modularity: Enables to design

  1. MiningSuite http://bit.ly/miningsuite Olivier Lartillot

  2. MiningSuite • Complete redesign, extension, of MIRtoolbox • MIRtoolbox focused on audio-based Music Information Retrieval • Very easy to use • Powerful modularity: Enables to design and perform complex analyses easily. • Free, open-source • Reference tool in the MIR community • 10000s of users around the world, 1000+ citations

  3. MiningSuite • Extensive suite of tools to analyse signals, audio recordings, music, gestures, etc. • Common framework to analyse multiple modalities together • Simpler architecture, simpler code • Additional layer of syntax enabling to write simple code • Open-source, shared GitHub repository

  4. MiningSuite • S IG M INR : signal processing • A UD M INR : audio, auditory modelling • M US M INR : music analysis • V OC M INR : voice analysis • V ID M INR : video analysis • P HY M INR : motion, physics • P SY M INR : brain imaging

  5. P HY M INR • Being currently integrated to the MiningSuite GitHub repository • Ongoing research topics: • Comparison music / mocap • Crossmodal cross-correlation • Audio being itself multichannel (filterbank decomposition) • Analysis of multidimensional multimodal data • Periodicity analysis • Dimension reduction

  6. MiningSuite http://bit.ly/miningsuite Olivier Lartillot

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