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This paper describes the implementation of a Javascript library, encapsulating many of the boilerplate needs of building IML systems for creative tasks with minimal code inclusion and low barrier to entry. Further, we present a set of complimentary Audio Worklet-backed instruments to allow for in-browser creation of new musical systems able to run concurrently with various computationally expensive feature extractor and lightweight machine learning models without the interference often seen in interactive Web Audio applications.", "publication_date": "2020-06-01", "publisher": "Zenodo", "related_identifiers": [ { "identifier": "2220-4806", "relation_type": { "id": "ispartof", "title": { "de": "Ist Teil von", "en": "Is part of" } }, "scheme": "issn" } ], "resource_type": { "id": "publication-conferencepaper", "title": { "de": "Konferenzbeitrag", "en": "Conference paper" } }, "rights": [ { "description": { "en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited." }, "icon": "cc-by-icon", "id": "cc-by-4.0", "props": { "scheme": "spdx", "url": "https://creativecommons.org/licenses/by/4.0/legalcode" }, "title": { "en": "Creative Commons Attribution 4.0 International" } } ], "title": "Supporting Interactive Machine Learning Approaches to Building Musical Instruments in the Browser" }, "parent": { "access": { "owned_by": { "user": 42081 } }, "communities": { "default": "5517c069-330e-42b4-9a61-7187dc64620c", "entries": [ { "access": { "member_policy": "open", "members_visibility": "public", "record_policy": "open", "review_policy": "open", "visibility": "public" }, "children": { "allow": false }, "created": "2018-05-23T10:18:56.789761+00:00", "custom_fields": {}, "deletion_status": { "is_deleted": false, "status": "P" }, "id": "5517c069-330e-42b4-9a61-7187dc64620c", "links": {}, "metadata": { "curation_policy": "
Only peer-reviewed papers accepted for and presented at the NIME conferences will be included here.
\r\n", "page": "This collection contains peer-reviewed papers published as part of the official proceedings of the International Conference on New Interfaces for Musical Expression (NIME). The NIME conference gathers researchers and musicians from all over the world to share their knowledge and late-breaking work on new musical interface design. The conference started as a workshop at the Conference on Human Factors in Computing Systems (CHI) in 2001. Since then, an annual series of international conferences have been held around the world, hosted by research groups dedicated to interface design, human-computer interaction, and computer music. There is also a separate conference archive for NIME material that is not peer-reviewed, and a community archive for anything else.
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