[AUDITORY] [PhD position] Multiple sound source tracking with deep learning (Srdan Kitic )


Subject: [AUDITORY] [PhD position] Multiple sound source tracking with deep learning
From:    Srdan Kitic  <srdan.kitic@xxxxxxxx>
Date:    Wed, 13 Apr 2022 08:12:27 +0000

--_000_C0B2320BA46F4E618F7A9EEA658C6A81orangecom_ Content-Type: text/plain; charset="utf-8" Content-Transfer-Encoding: base64 QXBvbG9naWVzIGZvciBjcm9zcy1wb3N0aW5nOg0KDQpQaEQgcG9zaXRpb24gaW4gTXVsdGlwbGUg c291bmQgc291cmNlIHRyYWNraW5nIHdpdGggZGVlcCBsZWFybmluZywgTS9GDQoNClJlZiA6IDIw MjItMTA3NTAgfCAzMSBNYXIgMjAyMg0KDQo0IHJ1ZSBkdSBjbG9zIENvdXJ0ZWwgMzU1MTAgQ0VT U09OIFNFVklHTkUgLSBGcmFuY2UNCjxodHRwczovL29yYW5nZS5qb2JzL2pvYnMvbWFwLmRvP2pv aWQ9MTExOTIwPg0KDQoNCkFib3V0IHRoZSByb2xlDQoNCllvdXIgcm9sZSBpcyB0byBkZXZlbG9w IG5ldXJhbCBuZXR3b3JrLWJhc2VkIG1ldGhvZHMgZm9yIGFuIGFjY3VyYXRlLCBjYXVzYWwsIGFu ZCBsb3ctbGF0ZW5jeSB0cmFja2luZywgY2FwYWJsZSBvZiBzaW11bHRhbmVvdXNseSBlc3RpbWF0 aW5nIHRoZSB0cmFqZWN0b3JpZXMgb2YgbXVsdGlwbGUgc3BlZWNoIHNvdXJjZXMuDQoNCk93aW5n IHRvIHByb2dyZXNzIGluIGRlZXAgbGVhcm5pbmcsIHNwZWVjaCByZWNvZ25pdGlvbiBoYXMgc2hv d24gYSBncmVhdCBtb21lbnR1bSBpbiByZWNlbnQgeWVhcnMuIE5ldmVydGhlbGVzcywgdGhlIGFj Y3VyYWN5IG9mIHNwZWVjaCByZWNvZ25pdGlvbiBlbmdpbmVzIGRlZ3JhZGVzIGluIGFkdmVyc2Ug YWNvdXN0aWMgY29uZGl0aW9ucywgZHVlIHRvIG5vaXNlLCByZXZlcmJlcmF0aW9uLCBhbmQgaW50 ZXJmZXJpbmcgc3BlZWNoIHNvdXJjZXMsIGVtcGhhc2lzaW5nIHRoZSByZXF1aXJlbWVudCBmb3Ig YSBwcmUtcHJvY2Vzc2luZywgc3BlZWNoIGVuaGFuY2VtZW50IHN0YWdlLiBUaGlzIGlzIHVzdWFs bHkgYWNoaWV2ZWQgYnkgdGhlIGNvbWJpbmF0aW9uIG9mIGEgbWljcm9waG9uZSBhcnJheSBhbmQg YmVhbWZvcm1pbmcsIHdoaWNoIGFpbXMgYXQgcHJlc2VydmluZyB0aGUgc291bmQgY29taW5nIGZy b20gdGhlIHRhcmdldCBzb3VyY2UgZGlyZWN0aW9uLCB3aGlsZSBhdHRlbnVhdGluZyB0aGUgcmVz dC4gVGhlcmVmb3JlLCBrbm93aW5nIHRoZSBEaXJlY3Rpb24tb2YtQXJyaXZhbCAoRG9BKSBvZiB0 aGUgdXNlZnVsIHNwZWVjaCBzaWduYWwgd2l0aCByZXNwZWN0IHRvIHRoZSBtaWNyb3Bob25lIGFy cmF5IGlzIGEgbWFuZGF0b3J5IHByZS1yZXF1aXNpdGUuIEluIHByYWN0aWNlLCB0aGUgRG9BIG9m IGEgdGFyZ2V0IHNvdXJjZSBpcyBlc3RpbWF0ZWQgYnkgYSBzb3VyY2UgbG9jYWxpemF0aW9uIGFs Z29yaXRobSwgd2hpY2ggY2FuIHByb3ZpZGUgb25seSBpbnN0YW50YW5lb3VzLCBub2lzeSwgYW5k IHVubGFiZWxlZCBEb0EgZXN0aW1hdGVzLiBTdWNoIG9ic2VydmF0aW9ucyBhcmUgaW5hZGVxdWF0 ZSBmb3IgYmVhbWZvcm1pbmcsIHdoaWNoIHJlcXVpcmVzIHNvdXJjZSB0cmFqZWN0b3JpZXMsIGNv cnJlc3BvbmRpbmcgdG8gdGhlIHBvc2l0aW9ucyBhbG9uZyB0aW1lIG9mIGVhY2ggdGFyZ2V0IHNv dXJjZS4gVGhlIGdvYWwgb2YgdGhlIHRyYWNraW5nIGFsZ29yaXRobSBpcyB0byBhc3NlbWJsZSB0 aGVzZSB0cmFqZWN0b3JpZXMgZnJvbSB0aGUgcmF3IERvQSBvYnNlcnZhdGlvbnMuDQoNClRyYWNr aW5nIG11bHRpcGxlIHNwZWVjaCBzb3VyY2VzIGluIHJlYWwtbGlmZSBlbnZpcm9ubWVudHMgaXMg a25vd24gdG8gYmUgYSBub3RvcmlvdXNseSBjaGFsbGVuZ2luZyBwcm9ibGVtLCAgZm9yIHNldmVy YWwgcmVhc29ucy4gRmlyc3QsIGR1ZSB0byBhY291c3RpY3MgLSBwYXJ0aWN1bGFybHksIG5vaXNl IGFuZCByZWZsZWN0aW9ucyBvZmYgdGhlIHN1cmZhY2VzIG9mIHRoZSBlbnZpcm9ubWVudCAod2Fs bHMsIGZsb29yLCBmdXJuaXR1cmUsIOKApikuIFRoZSBsYXR0ZXIgY2FuIGJpYXMgdGhlIERvQSBl c3RpbWF0ZXMsIGFuZCBldmVuIHByb2R1Y2UgZmFsc2Ugb2JzZXJ2YXRpb25zLiBTZWNvbmQsIHRo ZSBvYnNlcnZhdGlvbnMgYXJlIHVzdWFsbHkgaW50ZXJtaXR0ZW50LCB3aGV0aGVyIGR1ZSB0byB0 aGUgaW50ZXJtaXR0ZW50IG5hdHVyZSBvZiB0aGUgc291cmNlIGl0c2VsZiAoc3BlZWNoIGZvciBp bnN0YW5jZSksIG9yIGJlY2F1c2UsIGR1cmluZyBjZXJ0YWluIHBlcmlvZCwgYSBzb3VyY2UgbWF5 IGJlIG1hc2tlZCBieSBhIHN0cm9uZ2VyIG9uZS4gUmVjb3ZlcmluZyBzdWNoIHRyYWplY3Rvcnkg aXMgZXF1aXZhbGVudCB0byDCqyByZS1pZGVudGlmaWNhdGlvbiDCuyBvZiBhIHNwZWVjaCBzb3Vy Y2UuIEZpbmFsbHksIGR1ZSB0byBhcHBsaWNhdGlvbiByZXF1aXJlbWVudHM6IHNpbmNlIHRoZSBz cGVlY2ggcmVjb2duaXRpb24gc3lzdGVtIG9mdGVuIHJ1bnMgaW4gcmVhbC10aW1lLCB0aGUgdHJh Y2tlciBuZWVkcyB0byBiZSBjYXVzYWwsIGkuZS4sIGl0IHNob3VsZCBleHBsb2l0IG9ubHkgcHJl c2VudCBhbmQgcGFzdCBpbmZvcm1hdGlvbi4NCg0KVGhlIGdvYWwgb2YgdGhpcyBQaEQgdGhlc2lz IGlzIHRvIGRldmlzZSBhIG11bHRpc291cmNlIHRyYWNraW5nIHN5c3RlbSBiYXNlZCBlbnRpcmVs eSwgb3IgaW4gcGFydCwgb24gZGVlcCBsZWFybmluZyBtZXRob2RzLiBUaGUgdHJhY2tlciB3b3Vs ZCBpbnRlZ3JhdGUgdGhlIHNwZWFrZXIgY291bnRpbmcgYW5kIERvQSBlc3RpbWF0ZXMsIG9idGFp bmVkIGZyb20gaGlnaGx5IGVmZmljaWVudCBkZXRlY3Rpb24gYW5kIGxvY2FsaXphdGlvbiBtb2R1 bGVzLCBhbHJlYWR5IGRldmVsb3BlZCBpbiBhIHJlY2VudGx5IGRlZmVuZGVkIFBoRCB0aGVzaXMu IEZ1cnRoZXJtb3JlLCB0aGVzZSBmZWF0dXJlcyB3aWxsIGJlIGF1Z21lbnRlZCBieSBzcGVha2Vy IG5ldXJhbCBlbWJlZGRpbmdzLCB3aXRoIHRoZSBnb2FsIG9mIGltcHJvdmluZyB0aGUgdHJhY2tp bmcgb2YgaW50ZXJtaXR0ZW50IHNvdXJjZXMuIEZpbmFsbHksIHRoZSBjb21wbGV0ZSBzeXN0ZW0g Y291bGQgYmUgdW5pZmllZCBpbnRvIGEgc2luZ2xlIG5ldXJhbCBuZXR3b3JrIGFyY2hpdGVjdHVy ZSwgaGVuY2UgZW5hYmxpbmcgdGhlIGVuZC10by1lbmQgdHJhaW5pbmcuDQoNCg0KQWJvdXQgeW91 DQoNClNraWxscyBhbmQgcXVhbGl0aWVzIHJlcXVpcmVkOg0KDQpSZXNlYXJjaCBNYXN0ZXIgb3Ig ZW5naW5lZXJpbmcgc2Nob29sDQoNCiDCtyAgIEJhY2tncm91bmQgaW4gc2lnbmFsIHByb2Nlc3Np bmcgYW5kL29yIG1hY2hpbmUgbGVhcm5pbmcgYXBwbGllZCB0byBhdWRpbyBhbmQgYWNvdXN0aWNz DQoNCsK3ICAgIEFwcGV0aXRlIGZvciBhdWRpbyBwcm9jZXNzaW5nDQoNCsK3ICAgIEluLWRlcHRo IGtub3dsZWRnZSBvZiBQeXRob24gYW5kIEJhc2gNCg0KwrcgICAgSGFuZHMtb24gZXhwZXJpZW5j ZSB3aXRoIGRlZXAgbGVhcm5pbmcgdG9vbGtpdHMsIHN1Y2ggYXMgUHlUb3JjaCwgVGVuc29yZmxv dywgS2FsZGkNCg0KwrcuICAgU2NpZW50aWZpYyByaWdvciBhbmQgY3JlYXRpdml0eQ0KDQpBZGRp dGlvbmFsIGluZm9ybWF0aW9uDQoNClRoZSBwcmFjdGljYWwgb3V0Y29tZSBvZiB0aGUgdGhlc2lz IHdvdWxkIGJlIHRoZSBmdWxsIHByb2Nlc3NpbmcgY2hhaW4gY29tcHJpc2VkIG9mIGNvdW50aW5n LCBsb2NhbGl6YXRpb24gYW5kIHRyYWNraW5nIG1vZHVsZXMgcnVubmluZyBpbiByZWFsLXRpbWUg b24gYSBzdGFuZGFyZCBQQyAob3IgYW4gZW1iZWRkZWQgZGV2aWNlKS4gVGhlIHN1YmplY3Qgb2Yg dGhpcyB0aGVzaXMsIGF0IHRoZSBib3VuZGFyeSBvZiBtaWNyb3Bob25lIGFycmF5IHByb2Nlc3Np bmcgYW5kIHNwZWVjaCByZWNvZ25pdGlvbiwgYXNzb2NpYXRlZCB3aXRoIHRoZSBkZWVwIGxlYXJu aW5nIGFwcHJvYWNoIGN1cnJlbnRseSBpbiBodWdlIHByb2dyZXNzaW9uLCBndWFyYW50ZWUgdGhh dCB0aGUgY29uZHVjdGVkIHdvcmtzIHdpbGwgYmUgcmVjb2duaXplZCBib3RoIGJ5IGFjYWRlbWlj IGFuZCBpbmR1c3RyaWFsIGNvbW11bml0aWVzLg0KDQpUbyBhY2hpZXZlIHRoaXMgdGFzaywgdGhl IGNhbmRpZGF0ZSB3aWxsIGhhdmUgYWNjZXNzIHRvIGRpZmZlcmVudCBlcXVpcG1lbnQgdG8gY3Jl YXRlIGRhdGFiYXNlIGFuZCB0ZXN0IGl0cyBkZXZlbG9wbWVudHM6IHJvb20gZXF1aXBwZWQgd2l0 aCAzMCBsb3Vkc3BlYWtlcnMgYW5kIElDQVJFIHNvZnR3YXJlIHRvIHNpbXVsYXRlIG1vdmluZyBz b3VyY2VzIGltbWVyc2VkIGluIHJlYWxpc3RpYyBhbmQgY29tcGxleCBhY291c3RpYyBlbnZpcm9u bWVudHMuDQoNCkNvbmNlcm5pbmcgdGhlIGltcGxlbWVudGF0aW9uIHRhc2ssIHRoZSBQaEQgc3R1 ZGVudCBjb3VsZCBiZSBsZWQgdG8gaW50ZXJhY3Qgd2l0aCB0aGUgdGVhbSBpbiBjaGFyZ2Ugb2Yg ZGV2ZWxvcGluZyBwcm90b3R5cGVzIGFuZCBpbnRlZ3JhdGluZyBsb2NhbGl6aW5nIGFsZ29yaXRo bXMgaW4gVlNUIHBsdWdpbnMgZm9yIHJlYWwtdGltZSB2aXN1YWxpemF0aW9uLg0KDQpEZXBhcnRt ZW50DQoNCk9yYW5nZSBJbm5vdmF0aW9uIGJyaW5ncyB0b2dldGhlciB0aGUgcmVzZWFyY2ggYW5k IGlubm92YXRpb24gYWN0aXZpdGllcyBhbmQgZXhwZXJ0aXNlIG9mIHRoZSBHcm91cCdzIGVudGl0 aWVzIGFuZCBjb3VudHJpZXMuIFdlIHdvcmsgZXZlcnkgZGF5IHRvIGVuc3VyZSB0aGF0IE9yYW5n ZSBpcyByZWNvZ25pemVkIGFzIGFuIGlubm92YXRpdmUgb3BlcmF0b3IgYnkgaXRzIGN1c3RvbWVy cyBhbmQgd2UgY3JlYXRlIHZhbHVlIGZvciB0aGUgR3JvdXAgYW5kIHRoZSBCcmFuZCBpbiBlYWNo IG9mIG91ciBwcm9qZWN0cy4gV2l0aCA3MjAgcmVzZWFyY2hlcnMsIHRob3VzYW5kcyBvZiBtYXJr ZXRlcnMsIGRldmVsb3BlcnMsIGRlc2lnbmVycyBhbmQgZGF0YSBhbmFseXN0cywgaXQgaXMgdGhl IGV4cGVydGlzZSBvZiBvdXIgNiwwMDAgZW1wbG95ZWVzIHRoYXQgZnVlbHMgdGhpcyBhbWJpdGlv biBldmVyeSBkYXkuDQoNCk9yYW5nZSBJbm5vdmF0aW9uIGFudGljaXBhdGVzIHRlY2hub2xvZ2lj YWwgYnJlYWt0aHJvdWdocyBhbmQgc3VwcG9ydHMgdGhlIEdyb3VwJ3MgY291bnRyaWVzIGFuZCBl bnRpdGllcyBpbiBtYWtpbmcgdGhlIGJlc3QgdGVjaG5vbG9naWNhbCBjaG9pY2VzIHRvIG1lZXQg dGhlIG5lZWRzIG9mIG91ciBjb25zdW1lciBhbmQgYnVzaW5lc3MgY3VzdG9tZXJzLg0KDQpUaGUg dGVhbSBDVkEgKENvbnRlbnQgQXVkaW8gVmlkZW8pIGNvdW50cyBhcm91bmQgMjAgcGVvcGxlLCBt b3N0bHkgcGVybWFuZW50IHJlc2VhcmNoZXJzLCBhbmQgUGhEIHN0dWRlbnRzLCBmb2N1c2VkIG9u IHNpZ25hbCBwcm9jZXNzaW5nIGFuZCBtYWNoaW5lIGxlYXJuaW5nIHRlY2hub2xvZ2llcyBmb3Ig YXVkaW8gYW5kIHZpZGVvLiBUaGUgZm9jdXMgb2YgdGhlIGF1ZGlvIGdyb3VwIGlzIG9uIG1pY3Jv cGhvbmUgYXJyYXkgcHJvY2Vzc2luZywgM0QtYXVkaW8gcmVuZGVyaW5nIGFuZCBtdWx0aWNoYW5u ZWwgY29tcHJlc3Npb24gaW4gY29ubmVjdGlvbiB3aXRoIHRoZSBkZWZpbml0aW9uIGFuZCBpbXBs ZW1lbnRhdGlvbiBvZiBpbnRlcm5hdGlvbmFsIHN0YW5kYXJkcyBpbiB0aGUgZG9tYWluIChNUEVH LCAzR1BQKS4NCg0KDQpBcHBseSB2aWEgT3JhbmdlIEpvYnMgd2Vic2l0ZTogaHR0cHM6Ly9vcmFu Z2Uuam9icy9qb2JzL29mZmVyLmRvP2pvaWQ9MTExOTIwJmxhbmc9RU4NCg0KCl9fX19fX19fX19f X19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19f X19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX18KCkNl IG1lc3NhZ2UgZXQgc2VzIHBpZWNlcyBqb2ludGVzIHBldXZlbnQgY29udGVuaXIgZGVzIGluZm9y bWF0aW9ucyBjb25maWRlbnRpZWxsZXMgb3UgcHJpdmlsZWdpZWVzIGV0IG5lIGRvaXZlbnQgZG9u YwpwYXMgZXRyZSBkaWZmdXNlcywgZXhwbG9pdGVzIG91IGNvcGllcyBzYW5zIGF1dG9yaXNhdGlv bi4gU2kgdm91cyBhdmV6IHJlY3UgY2UgbWVzc2FnZSBwYXIgZXJyZXVyLCB2ZXVpbGxleiBsZSBz aWduYWxlcgphIGwnZXhwZWRpdGV1ciBldCBsZSBkZXRydWlyZSBhaW5zaSBxdWUgbGVzIHBpZWNl cyBqb2ludGVzLiBMZXMgbWVzc2FnZXMgZWxlY3Ryb25pcXVlcyBldGFudCBzdXNjZXB0aWJsZXMg ZCdhbHRlcmF0aW9uLApPcmFuZ2UgZGVjbGluZSB0b3V0ZSByZXNwb25zYWJpbGl0ZSBzaSBjZSBt ZXNzYWdlIGEgZXRlIGFsdGVyZSwgZGVmb3JtZSBvdSBmYWxzaWZpZS4gTWVyY2kuCgpUaGlzIG1l c3NhZ2UgYW5kIGl0cyBhdHRhY2htZW50cyBtYXkgY29udGFpbiBjb25maWRlbnRpYWwgb3IgcHJp dmlsZWdlZCBpbmZvcm1hdGlvbiB0aGF0IG1heSBiZSBwcm90ZWN0ZWQgYnkgbGF3Owp0aGV5IHNo b3VsZCBub3QgYmUgZGlzdHJpYnV0ZWQsIHVzZWQgb3IgY29waWVkIHdpdGhvdXQgYXV0aG9yaXNh dGlvbi4KSWYgeW91IGhhdmUgcmVjZWl2ZWQgdGhpcyBlbWFpbCBpbiBlcnJvciwgcGxlYXNlIG5v dGlmeSB0aGUgc2VuZGVyIGFuZCBkZWxldGUgdGhpcyBtZXNzYWdlIGFuZCBpdHMgYXR0YWNobWVu dHMuCkFzIGVtYWlscyBtYXkgYmUgYWx0ZXJlZCwgT3JhbmdlIGlzIG5vdCBsaWFibGUgZm9yIG1l c3NhZ2VzIHRoYXQgaGF2ZSBiZWVuIG1vZGlmaWVkLCBjaGFuZ2VkIG9yIGZhbHNpZmllZC4KVGhh bmsgeW91LgoK --_000_C0B2320BA46F4E618F7A9EEA658C6A81orangecom_ Content-Type: text/html; charset="utf-8" Content-ID: <829B8B56919C2A45B9D7C2AF67B23BD6@xxxxxxxx> Content-Transfer-Encoding: base64 PGh0bWwgeG1sbnM6bz0idXJuOnNjaGVtYXMtbWljcm9zb2Z0LWNvbTpvZmZpY2U6b2ZmaWNlIiB4 bWxuczp3PSJ1cm46c2NoZW1hcy1taWNyb3NvZnQtY29tOm9mZmljZTp3b3JkIiB4bWxuczptPSJo dHRwOi8vc2NoZW1hcy5taWNyb3NvZnQuY29tL29mZmljZS8yMDA0LzEyL29tbWwiIHhtbG5zPSJo dHRwOi8vd3d3LnczLm9yZy9UUi9SRUMtaHRtbDQwIj4NCjxoZWFkPg0KPG1ldGEgaHR0cC1lcXVp dj0iQ29udGVudC1UeXBlIiBjb250ZW50PSJ0ZXh0L2h0bWw7IGNoYXJzZXQ9dXRmLTgiPg0KPG1l dGEgbmFtZT0iR2VuZXJhdG9yIiBjb250ZW50PSJNaWNyb3NvZnQgV29yZCAxNSAoZmlsdGVyZWQg bWVkaXVtKSI+DQo8c3R5bGU+PCEtLQ0KLyogRm9udCBEZWZpbml0aW9ucyAqLw0KQGZvbnQtZmFj ZQ0KCXtmb250LWZhbWlseToiQ2FtYnJpYSBNYXRoIjsNCglwYW5vc2UtMToyIDQgNSAzIDUgNCA2 IDMgMiA0O30NCkBmb250LWZhY2UNCgl7Zm9udC1mYW1pbHk6Q2FsaWJyaTsNCglwYW5vc2UtMToy IDE1IDUgMiAyIDIgNCAzIDIgNDt9DQpAZm9udC1mYWNlDQoJe2ZvbnQtZmFtaWx5OlJvYm90bzsN CglwYW5vc2UtMToyIDAgMCAwIDAgMCAwIDAgMCAwO30NCi8qIFN0eWxlIERlZmluaXRpb25zICov DQpwLk1zb05vcm1hbCwgbGkuTXNvTm9ybWFsLCBkaXYuTXNvTm9ybWFsDQoJe21hcmdpbjowY207 DQoJZm9udC1zaXplOjExLjBwdDsNCglmb250LWZhbWlseToiQ2FsaWJyaSIsc2Fucy1zZXJpZjsN Cgltc28tZmFyZWFzdC1sYW5ndWFnZTpFTi1VUzt9DQphOmxpbmssIHNwYW4uTXNvSHlwZXJsaW5r DQoJe21zby1zdHlsZS1wcmlvcml0eTo5OTsNCgljb2xvcjojMDU2M0MxOw0KCXRleHQtZGVjb3Jh dGlvbjp1bmRlcmxpbmU7fQ0Kc3Bhbi5FbWFpbFN0eWxlMTcNCgl7bXNvLXN0eWxlLXR5cGU6cGVy c29uYWwtY29tcG9zZTsNCglmb250LWZhbWlseToiQ2FsaWJyaSIsc2Fucy1zZXJpZjsNCgljb2xv cjp3aW5kb3d0ZXh0O30NCi5Nc29DaHBEZWZhdWx0DQoJe21zby1zdHlsZS10eXBlOmV4cG9ydC1v bmx5Ow0KCWZvbnQtZmFtaWx5OiJDYWxpYnJpIixzYW5zLXNlcmlmOw0KCW1zby1mYXJlYXN0LWxh bmd1YWdlOkVOLVVTO30NCkBwYWdlIFdvcmRTZWN0aW9uMQ0KCXtzaXplOjYxMi4wcHQgNzkyLjBw dDsNCgltYXJnaW46NzIuMHB0IDcyLjBwdCA3Mi4wcHQgNzIuMHB0O30NCmRpdi5Xb3JkU2VjdGlv bjENCgl7cGFnZTpXb3JkU2VjdGlvbjE7fQ0KLS0+PC9zdHlsZT4NCjwvaGVhZD4NCjxib2R5IGxh bmc9ImVuLUZSIiBsaW5rPSIjMDU2M0MxIiB2bGluaz0iIzk1NEY3MiIgc3R5bGU9IndvcmQtd3Jh cDpicmVhay13b3JkIj4NCjxkaXYgY2xhc3M9IldvcmRTZWN0aW9uMSI+DQo8cCBjbGFzcz0iTXNv Tm9ybWFsIj48c3BhbiBsYW5nPSJFTi1VUyI+QXBvbG9naWVzIGZvciBjcm9zcy1wb3N0aW5nOjxv OnA+PC9vOnA+PC9zcGFuPjwvcD4NCjxwIGNsYXNzPSJNc29Ob3JtYWwiPjxzcGFuIGxhbmc9IkVO LVVTIj48bzpwPiZuYnNwOzwvbzpwPjwvc3Bhbj48L3A+DQo8cCBjbGFzcz0iTXNvTm9ybWFsIj48 Yj48c3BhbiBzdHlsZT0iZm9udC1zaXplOjE4LjBwdDtmb250LWZhbWlseTpSb2JvdG8iPlBoRCBw b3NpdGlvbiBpbiBNdWx0aXBsZSBzb3VuZCBzb3VyY2UgdHJhY2tpbmcgd2l0aCBkZWVwIGxlYXJu aW5nLCBNL0Y8L3NwYW4+PC9iPjxzcGFuIHN0eWxlPSJmb250LXNpemU6MTAuNXB0O2ZvbnQtZmFt aWx5OlJvYm90byI+PG86cD48L286cD48L3NwYW4+PC9wPg0KPHAgY2xhc3M9Ik1zb05vcm1hbCI+ PHNwYW4gc3R5bGU9ImZvbnQtc2l6ZToxMC41cHQ7Zm9udC1mYW1pbHk6Um9ib3RvIj48bzpwPiZu YnNwOzwvbzpwPjwvc3Bhbj48L3A+DQo8cCBjbGFzcz0iTXNvTm9ybWFsIj48c3BhbiBzdHlsZT0i Zm9udC1zaXplOjEwLjVwdDtmb250LWZhbWlseTpSb2JvdG8iPlJlZiA6IDIwMjItMTA3NTAmbmJz cDt8IDMxIE1hciAyMDIyPG86cD48L286cD48L3NwYW4+PC9wPg0KPHAgc3R5bGU9Ii13ZWJraXQt dGFwLWhpZ2hsaWdodC1jb2xvcjogdHJhbnNwYXJlbnQiPjxzcGFuIHN0eWxlPSJmb250LXNpemU6 MTAuNXB0O2ZvbnQtZmFtaWx5OlJvYm90byI+NCBydWUgZHUgY2xvcyBDb3VydGVsIDM1NTEwIENF U1NPTiBTRVZJR05FJm5ic3A7LSBGcmFuY2U8bzpwPjwvbzpwPjwvc3Bhbj48L3A+DQo8cCBjbGFz cz0iTXNvTm9ybWFsIj48c3BhbiBzdHlsZT0iZm9udC1zaXplOjEwLjVwdDtmb250LWZhbWlseTpS b2JvdG8iPjxhIGhyZWY9Imh0dHBzOi8vb3JhbmdlLmpvYnMvam9icy9tYXAuZG8/am9pZD0xMTE5 MjAiIHRhcmdldD0iX2JsYW5rIj48c3BhbiBzdHlsZT0iZm9udC1zaXplOjExLjBwdDtmb250LWZh bWlseTomcXVvdDtDYWxpYnJpJnF1b3Q7LHNhbnMtc2VyaWY7Y29sb3I6IzFBNzNFOCI+PG86cD48 L286cD48L3NwYW4+PC9hPjwvc3Bhbj48L3A+DQo8cCBjbGFzcz0iTXNvTm9ybWFsIj48bzpwPiZu YnNwOzwvbzpwPjwvcD4NCjxwIGNsYXNzPSJNc29Ob3JtYWwiPjxzcGFuIHN0eWxlPSJmb250LXNp emU6MTAuNXB0O2ZvbnQtZmFtaWx5OlJvYm90byI+PG86cD4mbmJzcDs8L286cD48L3NwYW4+PC9w Pg0KPHAgY2xhc3M9Ik1zb05vcm1hbCI+PGI+PHNwYW4gc3R5bGU9ImZvbnQtc2l6ZToxMy41cHQ7 Zm9udC1mYW1pbHk6Um9ib3RvIj5BYm91dCB0aGUgcm9sZTwvc3Bhbj48L2I+PHNwYW4gc3R5bGU9 ImZvbnQtc2l6ZToxMC41cHQ7Zm9udC1mYW1pbHk6Um9ib3RvIj48bzpwPjwvbzpwPjwvc3Bhbj48 L3A+DQo8cCBzdHlsZT0iLXdlYmtpdC10YXAtaGlnaGxpZ2h0LWNvbG9yOiB0cmFuc3BhcmVudCI+ PHNwYW4gc3R5bGU9ImZvbnQtc2l6ZToxMC41cHQ7Zm9udC1mYW1pbHk6Um9ib3RvIj5Zb3VyIHJv bGUgaXMgdG8gZGV2ZWxvcCBuZXVyYWwgbmV0d29yay1iYXNlZCBtZXRob2RzIGZvciBhbiBhY2N1 cmF0ZSwgY2F1c2FsLCBhbmQgbG93LWxhdGVuY3kgdHJhY2tpbmcsIGNhcGFibGUgb2Ygc2ltdWx0 YW5lb3VzbHkgZXN0aW1hdGluZyB0aGUmbmJzcDt0cmFqZWN0b3JpZXMNCiBvZiBtdWx0aXBsZSBz cGVlY2ggc291cmNlcy48bzpwPjwvbzpwPjwvc3Bhbj48L3A+DQo8cCBzdHlsZT0iLXdlYmtpdC10 YXAtaGlnaGxpZ2h0LWNvbG9yOiB0cmFuc3BhcmVudCI+PHNwYW4gc3R5bGU9ImZvbnQtc2l6ZTox MC41cHQ7Zm9udC1mYW1pbHk6Um9ib3RvIj5Pd2luZyB0byBwcm9ncmVzcyBpbiBkZWVwIGxlYXJu aW5nLCBzcGVlY2ggcmVjb2duaXRpb24gaGFzIHNob3duIGEgZ3JlYXQgbW9tZW50dW0gaW4gcmVj ZW50IHllYXJzLiBOZXZlcnRoZWxlc3MsIHRoZSBhY2N1cmFjeSBvZiBzcGVlY2ggcmVjb2duaXRp b24gZW5naW5lcw0KIGRlZ3JhZGVzIGluIGFkdmVyc2UgYWNvdXN0aWMgY29uZGl0aW9ucywgZHVl IHRvIG5vaXNlLCByZXZlcmJlcmF0aW9uLCBhbmQgaW50ZXJmZXJpbmcgc3BlZWNoIHNvdXJjZXMs IGVtcGhhc2lzaW5nIHRoZSByZXF1aXJlbWVudCBmb3IgYSBwcmUtcHJvY2Vzc2luZywgc3BlZWNo IGVuaGFuY2VtZW50IHN0YWdlLiBUaGlzIGlzIHVzdWFsbHkgYWNoaWV2ZWQgYnkgdGhlIGNvbWJp bmF0aW9uIG9mIGEgbWljcm9waG9uZSBhcnJheSBhbmQgYmVhbWZvcm1pbmcsDQogd2hpY2ggYWlt cyBhdCBwcmVzZXJ2aW5nIHRoZSBzb3VuZCBjb21pbmcgZnJvbSB0aGUgdGFyZ2V0IHNvdXJjZSBk aXJlY3Rpb24sIHdoaWxlIGF0dGVudWF0aW5nIHRoZSByZXN0LiBUaGVyZWZvcmUsIGtub3dpbmcg dGhlIERpcmVjdGlvbi1vZi1BcnJpdmFsIChEb0EpIG9mIHRoZSB1c2VmdWwgc3BlZWNoIHNpZ25h bCB3aXRoIHJlc3BlY3QgdG8gdGhlIG1pY3JvcGhvbmUgYXJyYXkgaXMgYSBtYW5kYXRvcnkgcHJl LXJlcXVpc2l0ZS4gSW4gcHJhY3RpY2UsDQogdGhlIERvQSBvZiBhIHRhcmdldCBzb3VyY2UgaXMg ZXN0aW1hdGVkIGJ5IGEgc291cmNlIGxvY2FsaXphdGlvbiBhbGdvcml0aG0sIHdoaWNoIGNhbiBw cm92aWRlIG9ubHkgaW5zdGFudGFuZW91cywgbm9pc3ksIGFuZCB1bmxhYmVsZWQgRG9BIGVzdGlt YXRlcy4gU3VjaCBvYnNlcnZhdGlvbnMgYXJlIGluYWRlcXVhdGUgZm9yIGJlYW1mb3JtaW5nLCB3 aGljaCByZXF1aXJlcyBzb3VyY2UgdHJhamVjdG9yaWVzLCBjb3JyZXNwb25kaW5nIHRvIHRoZQ0K IHBvc2l0aW9ucyBhbG9uZyB0aW1lIG9mIGVhY2ggdGFyZ2V0IHNvdXJjZS4gVGhlIGdvYWwgb2Yg dGhlIHRyYWNraW5nIGFsZ29yaXRobSBpcyB0byBhc3NlbWJsZSB0aGVzZSB0cmFqZWN0b3JpZXMg ZnJvbSB0aGUgcmF3IERvQSBvYnNlcnZhdGlvbnMuPG86cD48L286cD48L3NwYW4+PC9wPg0KPHAg c3R5bGU9Ii13ZWJraXQtdGFwLWhpZ2hsaWdodC1jb2xvcjogdHJhbnNwYXJlbnQiPjxzcGFuIHN0 eWxlPSJmb250LXNpemU6MTAuNXB0O2ZvbnQtZmFtaWx5OlJvYm90byI+VHJhY2tpbmcgbXVsdGlw bGUgc3BlZWNoIHNvdXJjZXMgaW4gcmVhbC1saWZlIGVudmlyb25tZW50cyBpcyBrbm93biB0byBi ZSBhIG5vdG9yaW91c2x5IGNoYWxsZW5naW5nIHByb2JsZW0sJm5ic3A7IGZvciBzZXZlcmFsIHJl YXNvbnMuIEZpcnN0LCBkdWUgdG8gYWNvdXN0aWNzDQogLSBwYXJ0aWN1bGFybHksIG5vaXNlIGFu ZCByZWZsZWN0aW9ucyBvZmYgdGhlIHN1cmZhY2VzIG9mIHRoZSBlbnZpcm9ubWVudCZuYnNwOyh3 YWxscywgZmxvb3IsIGZ1cm5pdHVyZSwg4oCmKS4gVGhlIGxhdHRlciBjYW4gYmlhcyB0aGUgRG9B IGVzdGltYXRlcywgYW5kIGV2ZW4gcHJvZHVjZSBmYWxzZSBvYnNlcnZhdGlvbnMuIFNlY29uZCwg dGhlIG9ic2VydmF0aW9ucyBhcmUgdXN1YWxseSBpbnRlcm1pdHRlbnQsIHdoZXRoZXIgZHVlIHRv IHRoZSBpbnRlcm1pdHRlbnQNCiBuYXR1cmUgb2YgdGhlIHNvdXJjZSBpdHNlbGYgKHNwZWVjaCBm b3IgaW5zdGFuY2UpLCBvciBiZWNhdXNlLCBkdXJpbmcgY2VydGFpbiBwZXJpb2QsIGEgc291cmNl IG1heSBiZSBtYXNrZWQgYnkgYSBzdHJvbmdlciBvbmUuIFJlY292ZXJpbmcgc3VjaCB0cmFqZWN0 b3J5IGlzIGVxdWl2YWxlbnQgdG8gwqsgcmUtaWRlbnRpZmljYXRpb24gwrsgb2YgYSBzcGVlY2gg c291cmNlLiBGaW5hbGx5LCBkdWUgdG8gYXBwbGljYXRpb24gcmVxdWlyZW1lbnRzOg0KIHNpbmNl IHRoZSBzcGVlY2ggcmVjb2duaXRpb24gc3lzdGVtIG9mdGVuIHJ1bnMgaW4gcmVhbC10aW1lLCB0 aGUgdHJhY2tlciBuZWVkcyB0byBiZSBjYXVzYWwsIGkuZS4sIGl0IHNob3VsZCBleHBsb2l0IG9u bHkgcHJlc2VudCBhbmQgcGFzdCBpbmZvcm1hdGlvbi48bzpwPjwvbzpwPjwvc3Bhbj48L3A+DQo8 cCBzdHlsZT0iLXdlYmtpdC10YXAtaGlnaGxpZ2h0LWNvbG9yOiB0cmFuc3BhcmVudCI+PHNwYW4g c3R5bGU9ImZvbnQtc2l6ZToxMC41cHQ7Zm9udC1mYW1pbHk6Um9ib3RvIj5UaGUgZ29hbCBvZiB0 aGlzIFBoRCB0aGVzaXMgaXMgdG8gZGV2aXNlIGEgbXVsdGlzb3VyY2UgdHJhY2tpbmcgc3lzdGVt IGJhc2VkIGVudGlyZWx5LCBvciBpbiBwYXJ0LCBvbiBkZWVwIGxlYXJuaW5nIG1ldGhvZHMuIFRo ZSB0cmFja2VyIHdvdWxkIGludGVncmF0ZSB0aGUNCiBzcGVha2VyIGNvdW50aW5nIGFuZCBEb0Eg ZXN0aW1hdGVzLCBvYnRhaW5lZCBmcm9tIGhpZ2hseSBlZmZpY2llbnQgZGV0ZWN0aW9uIGFuZCBs b2NhbGl6YXRpb24gbW9kdWxlcywgYWxyZWFkeSBkZXZlbG9wZWQgaW4gYSByZWNlbnRseSBkZWZl bmRlZCBQaEQgdGhlc2lzLiBGdXJ0aGVybW9yZSwgdGhlc2UgZmVhdHVyZXMgd2lsbCBiZSBhdWdt ZW50ZWQgYnkgc3BlYWtlciBuZXVyYWwgZW1iZWRkaW5ncywgd2l0aCB0aGUgZ29hbCBvZiBpbXBy b3ZpbmcNCiB0aGUgdHJhY2tpbmcgb2YgaW50ZXJtaXR0ZW50IHNvdXJjZXMuIEZpbmFsbHksIHRo ZSBjb21wbGV0ZSBzeXN0ZW0gY291bGQgYmUgdW5pZmllZCBpbnRvIGEgc2luZ2xlIG5ldXJhbCBu ZXR3b3JrIGFyY2hpdGVjdHVyZSwgaGVuY2UgZW5hYmxpbmcgdGhlIGVuZC10by1lbmQgdHJhaW5p bmcuPG86cD48L286cD48L3NwYW4+PC9wPg0KPHAgc3R5bGU9Ii13ZWJraXQtdGFwLWhpZ2hsaWdo dC1jb2xvcjogdHJhbnNwYXJlbnQiPjxzcGFuIHN0eWxlPSJmb250LXNpemU6MTAuNXB0O2ZvbnQt ZmFtaWx5OlJvYm90byI+PG86cD4mbmJzcDs8L286cD48L3NwYW4+PC9wPg0KPHAgY2xhc3M9Ik1z b05vcm1hbCI+PGI+PHNwYW4gc3R5bGU9ImZvbnQtc2l6ZToxMy41cHQ7Zm9udC1mYW1pbHk6Um9i b3RvIj5BYm91dCB5b3U8L3NwYW4+PC9iPjxzcGFuIHN0eWxlPSJmb250LXNpemU6MTAuNXB0O2Zv bnQtZmFtaWx5OlJvYm90byI+PG86cD48L286cD48L3NwYW4+PC9wPg0KPHAgc3R5bGU9Ii13ZWJr aXQtdGFwLWhpZ2hsaWdodC1jb2xvcjogdHJhbnNwYXJlbnQiPjxzcGFuIHN0eWxlPSJmb250LXNp emU6MTAuNXB0O2ZvbnQtZmFtaWx5OlJvYm90byI+U2tpbGxzIGFuZCBxdWFsaXRpZXMgcmVxdWly ZWQ6PG86cD48L286cD48L3NwYW4+PC9wPg0KPHAgc3R5bGU9Ii13ZWJraXQtdGFwLWhpZ2hsaWdo dC1jb2xvcjogdHJhbnNwYXJlbnQiPjxzcGFuIHN0eWxlPSJmb250LXNpemU6MTAuNXB0O2ZvbnQt ZmFtaWx5OlJvYm90byI+UmVzZWFyY2ggTWFzdGVyIG9yIGVuZ2luZWVyaW5nIHNjaG9vbDxvOnA+ PC9vOnA+PC9zcGFuPjwvcD4NCjxwIHN0eWxlPSItd2Via2l0LXRhcC1oaWdobGlnaHQtY29sb3I6 IHRyYW5zcGFyZW50Ij48c3BhbiBzdHlsZT0iZm9udC1zaXplOjEwLjVwdDtmb250LWZhbWlseTpS b2JvdG8iPiZuYnNwO8K3Jm5ic3A7ICZuYnNwO0JhY2tncm91bmQgaW4gc2lnbmFsIHByb2Nlc3Np bmcgYW5kL29yIG1hY2hpbmUgbGVhcm5pbmcgYXBwbGllZCB0byBhdWRpbyBhbmQgYWNvdXN0aWNz PG86cD48L286cD48L3NwYW4+PC9wPg0KPHAgc3R5bGU9Ii13ZWJraXQtdGFwLWhpZ2hsaWdodC1j b2xvcjogdHJhbnNwYXJlbnQiPjxzcGFuIHN0eWxlPSJmb250LXNpemU6MTAuNXB0O2ZvbnQtZmFt aWx5OlJvYm90byI+wrcmbmJzcDsgJm5ic3A7IEFwcGV0aXRlIGZvciBhdWRpbyBwcm9jZXNzaW5n PG86cD48L286cD48L3NwYW4+PC9wPg0KPHAgc3R5bGU9Ii13ZWJraXQtdGFwLWhpZ2hsaWdodC1j b2xvcjogdHJhbnNwYXJlbnQiPjxzcGFuIHN0eWxlPSJmb250LXNpemU6MTAuNXB0O2ZvbnQtZmFt aWx5OlJvYm90byI+wrcmbmJzcDsgJm5ic3A7IEluLWRlcHRoIGtub3dsZWRnZSBvZiBQeXRob24g YW5kIEJhc2g8bzpwPjwvbzpwPjwvc3Bhbj48L3A+DQo8cCBzdHlsZT0iLXdlYmtpdC10YXAtaGln aGxpZ2h0LWNvbG9yOiB0cmFuc3BhcmVudCI+PHNwYW4gc3R5bGU9ImZvbnQtc2l6ZToxMC41cHQ7 Zm9udC1mYW1pbHk6Um9ib3RvIj7CtyZuYnNwOyAmbmJzcDsgSGFuZHMtb24gZXhwZXJpZW5jZSB3 aXRoIGRlZXAgbGVhcm5pbmcgdG9vbGtpdHMsIHN1Y2ggYXMgUHlUb3JjaCwgVGVuc29yZmxvdywg S2FsZGkmbmJzcDs8bzpwPjwvbzpwPjwvc3Bhbj48L3A+DQo8cCBzdHlsZT0iLXdlYmtpdC10YXAt aGlnaGxpZ2h0LWNvbG9yOiB0cmFuc3BhcmVudCI+PHNwYW4gc3R5bGU9ImZvbnQtc2l6ZToxMC41 cHQ7Zm9udC1mYW1pbHk6Um9ib3RvIj7Cty4mbmJzcDsgJm5ic3A7U2NpZW50aWZpYyByaWdvciBh bmQgY3JlYXRpdml0eTxvOnA+PC9vOnA+PC9zcGFuPjwvcD4NCjxwIGNsYXNzPSJNc29Ob3JtYWwi IHN0eWxlPSItd2Via2l0LXRhcC1oaWdobGlnaHQtY29sb3I6IHRyYW5zcGFyZW50Ij48c3BhbiBz dHlsZT0iZm9udC1zaXplOjEwLjVwdDtmb250LWZhbWlseTpSb2JvdG8iPjxvOnA+Jm5ic3A7PC9v OnA+PC9zcGFuPjwvcD4NCjxwIGNsYXNzPSJNc29Ob3JtYWwiPjxiPjxzcGFuIHN0eWxlPSJmb250 LXNpemU6MTMuNXB0O2ZvbnQtZmFtaWx5OlJvYm90byI+QWRkaXRpb25hbCBpbmZvcm1hdGlvbjwv c3Bhbj48L2I+PHNwYW4gc3R5bGU9ImZvbnQtc2l6ZToxMC41cHQ7Zm9udC1mYW1pbHk6Um9ib3Rv Ij48bzpwPjwvbzpwPjwvc3Bhbj48L3A+DQo8cCBzdHlsZT0iLXdlYmtpdC10YXAtaGlnaGxpZ2h0 LWNvbG9yOiB0cmFuc3BhcmVudCI+PHNwYW4gc3R5bGU9ImZvbnQtc2l6ZToxMC41cHQ7Zm9udC1m YW1pbHk6Um9ib3RvIj5UaGUgcHJhY3RpY2FsIG91dGNvbWUgb2YgdGhlIHRoZXNpcyB3b3VsZCBi ZSB0aGUgZnVsbCBwcm9jZXNzaW5nIGNoYWluIGNvbXByaXNlZCBvZiBjb3VudGluZywgbG9jYWxp emF0aW9uIGFuZCB0cmFja2luZyBtb2R1bGVzIHJ1bm5pbmcgaW4gcmVhbC10aW1lIG9uIGEgc3Rh bmRhcmQNCiBQQyAob3IgYW4gZW1iZWRkZWQgZGV2aWNlKS4gVGhlIHN1YmplY3Qgb2YgdGhpcyB0 aGVzaXMsIGF0IHRoZSBib3VuZGFyeSBvZiBtaWNyb3Bob25lIGFycmF5IHByb2Nlc3NpbmcgYW5k IHNwZWVjaCByZWNvZ25pdGlvbiwgYXNzb2NpYXRlZCB3aXRoIHRoZSBkZWVwIGxlYXJuaW5nIGFw cHJvYWNoIGN1cnJlbnRseSBpbiBodWdlIHByb2dyZXNzaW9uLCBndWFyYW50ZWUgdGhhdCB0aGUg Y29uZHVjdGVkIHdvcmtzIHdpbGwgYmUgcmVjb2duaXplZCBib3RoDQogYnkgYWNhZGVtaWMgYW5k IGluZHVzdHJpYWwgY29tbXVuaXRpZXMuPG86cD48L286cD48L3NwYW4+PC9wPg0KPHAgc3R5bGU9 Ii13ZWJraXQtdGFwLWhpZ2hsaWdodC1jb2xvcjogdHJhbnNwYXJlbnQiPjxzcGFuIHN0eWxlPSJm b250LXNpemU6MTAuNXB0O2ZvbnQtZmFtaWx5OlJvYm90byI+VG8gYWNoaWV2ZSB0aGlzIHRhc2ss IHRoZSBjYW5kaWRhdGUgd2lsbCBoYXZlIGFjY2VzcyB0byBkaWZmZXJlbnQgZXF1aXBtZW50IHRv IGNyZWF0ZSBkYXRhYmFzZSBhbmQgdGVzdCBpdHMgZGV2ZWxvcG1lbnRzOiByb29tIGVxdWlwcGVk IHdpdGggMzAgbG91ZHNwZWFrZXJzDQogYW5kIElDQVJFIHNvZnR3YXJlIHRvIHNpbXVsYXRlIG1v dmluZyBzb3VyY2VzIGltbWVyc2VkIGluIHJlYWxpc3RpYyBhbmQgY29tcGxleCBhY291c3RpYyBl bnZpcm9ubWVudHMuPG86cD48L286cD48L3NwYW4+PC9wPg0KPHAgc3R5bGU9Ii13ZWJraXQtdGFw LWhpZ2hsaWdodC1jb2xvcjogdHJhbnNwYXJlbnQiPjxzcGFuIHN0eWxlPSJmb250LXNpemU6MTAu NXB0O2ZvbnQtZmFtaWx5OlJvYm90byI+Q29uY2VybmluZyB0aGUgaW1wbGVtZW50YXRpb24gdGFz aywgdGhlIFBoRCBzdHVkZW50IGNvdWxkIGJlIGxlZCB0byBpbnRlcmFjdCB3aXRoIHRoZSB0ZWFt IGluIGNoYXJnZSBvZiBkZXZlbG9waW5nIHByb3RvdHlwZXMgYW5kIGludGVncmF0aW5nIGxvY2Fs aXppbmcgYWxnb3JpdGhtcw0KIGluIFZTVCBwbHVnaW5zIGZvciByZWFsLXRpbWUgdmlzdWFsaXph dGlvbi48bzpwPjwvbzpwPjwvc3Bhbj48L3A+DQo8cCBjbGFzcz0iTXNvTm9ybWFsIiBzdHlsZT0i LXdlYmtpdC10YXAtaGlnaGxpZ2h0LWNvbG9yOiB0cmFuc3BhcmVudCI+PHNwYW4gc3R5bGU9ImZv bnQtc2l6ZToxMC41cHQ7Zm9udC1mYW1pbHk6Um9ib3RvIj48bzpwPiZuYnNwOzwvbzpwPjwvc3Bh bj48L3A+DQo8cCBjbGFzcz0iTXNvTm9ybWFsIj48Yj48c3BhbiBzdHlsZT0iZm9udC1zaXplOjEz LjVwdDtmb250LWZhbWlseTpSb2JvdG8iPkRlcGFydG1lbnQ8L3NwYW4+PC9iPjxzcGFuIHN0eWxl PSJmb250LXNpemU6MTAuNXB0O2ZvbnQtZmFtaWx5OlJvYm90byI+PG86cD48L286cD48L3NwYW4+ PC9wPg0KPHAgc3R5bGU9Ii13ZWJraXQtdGFwLWhpZ2hsaWdodC1jb2xvcjogdHJhbnNwYXJlbnQi PjxzcGFuIHN0eWxlPSJmb250LXNpemU6MTAuNXB0O2ZvbnQtZmFtaWx5OlJvYm90byI+T3Jhbmdl IElubm92YXRpb24gYnJpbmdzIHRvZ2V0aGVyIHRoZSByZXNlYXJjaCBhbmQgaW5ub3ZhdGlvbiBh Y3Rpdml0aWVzIGFuZCBleHBlcnRpc2Ugb2YgdGhlIEdyb3VwJ3MgZW50aXRpZXMgYW5kIGNvdW50 cmllcy4gV2Ugd29yayBldmVyeSBkYXkgdG8gZW5zdXJlIHRoYXQNCiBPcmFuZ2UgaXMgcmVjb2du aXplZCBhcyBhbiBpbm5vdmF0aXZlIG9wZXJhdG9yIGJ5IGl0cyBjdXN0b21lcnMgYW5kIHdlIGNy ZWF0ZSB2YWx1ZSBmb3IgdGhlIEdyb3VwIGFuZCB0aGUgQnJhbmQgaW4gZWFjaCBvZiBvdXIgcHJv amVjdHMuIFdpdGggNzIwIHJlc2VhcmNoZXJzLCB0aG91c2FuZHMgb2YgbWFya2V0ZXJzLCBkZXZl bG9wZXJzLCBkZXNpZ25lcnMgYW5kIGRhdGEgYW5hbHlzdHMsIGl0IGlzIHRoZSBleHBlcnRpc2Ug b2Ygb3VyIDYsMDAwDQogZW1wbG95ZWVzIHRoYXQgZnVlbHMgdGhpcyBhbWJpdGlvbiBldmVyeSBk YXkuPG86cD48L286cD48L3NwYW4+PC9wPg0KPHAgc3R5bGU9Ii13ZWJraXQtdGFwLWhpZ2hsaWdo dC1jb2xvcjogdHJhbnNwYXJlbnQiPjxzcGFuIHN0eWxlPSJmb250LXNpemU6MTAuNXB0O2ZvbnQt ZmFtaWx5OlJvYm90byI+T3JhbmdlIElubm92YXRpb24gYW50aWNpcGF0ZXMgdGVjaG5vbG9naWNh bCBicmVha3Rocm91Z2hzIGFuZCBzdXBwb3J0cyB0aGUgR3JvdXAncyBjb3VudHJpZXMgYW5kIGVu dGl0aWVzIGluIG1ha2luZyB0aGUgYmVzdCB0ZWNobm9sb2dpY2FsIGNob2ljZXMgdG8gbWVldA0K IHRoZSBuZWVkcyBvZiBvdXIgY29uc3VtZXIgYW5kIGJ1c2luZXNzIGN1c3RvbWVycy48bzpwPjwv bzpwPjwvc3Bhbj48L3A+DQo8cCBzdHlsZT0iLXdlYmtpdC10YXAtaGlnaGxpZ2h0LWNvbG9yOiB0 cmFuc3BhcmVudCI+PHNwYW4gc3R5bGU9ImZvbnQtc2l6ZToxMC41cHQ7Zm9udC1mYW1pbHk6Um9i b3RvIj5UaGUgdGVhbSBDVkEmbmJzcDsoQ29udGVudCBBdWRpbyBWaWRlbykgY291bnRzIGFyb3Vu ZCAyMCBwZW9wbGUsIG1vc3RseSBwZXJtYW5lbnQgcmVzZWFyY2hlcnMsIGFuZCBQaEQgc3R1ZGVu dHMsIGZvY3VzZWQgb24gc2lnbmFsIHByb2Nlc3NpbmcgYW5kIG1hY2hpbmUgbGVhcm5pbmcNCiB0 ZWNobm9sb2dpZXMgZm9yIGF1ZGlvIGFuZCB2aWRlby4gVGhlIGZvY3VzIG9mIHRoZSBhdWRpbyBn cm91cCBpcyBvbiBtaWNyb3Bob25lIGFycmF5IHByb2Nlc3NpbmcsIDNELWF1ZGlvIHJlbmRlcmlu ZyBhbmQgbXVsdGljaGFubmVsIGNvbXByZXNzaW9uIGluIGNvbm5lY3Rpb24gd2l0aCB0aGUgZGVm aW5pdGlvbiBhbmQgaW1wbGVtZW50YXRpb24gb2YgaW50ZXJuYXRpb25hbCBzdGFuZGFyZHMgaW4g dGhlIGRvbWFpbiAoTVBFRywgM0dQUCkuPGJyPg0KPGJyPg0KPGJyPg0KPC9zcGFuPjxzcGFuIHN0 eWxlPSJmb250LXNpemU6MTMuNXB0O2ZvbnQtZmFtaWx5OlJvYm90byI+QXBwbHkgdmlhIE9yYW5n ZSBKb2JzIHdlYnNpdGU6Jm5ic3A7PGEgaHJlZj0iaHR0cHM6Ly9vcmFuZ2Uuam9icy9qb2JzL29m ZmVyLmRvP2pvaWQ9MTExOTIwJmFtcDtsYW5nPUVOIiB0YXJnZXQ9Il9ibGFuayI+PHNwYW4gc3R5 bGU9ImNvbG9yOiMxQTczRTgiPmh0dHBzOi8vb3JhbmdlLmpvYnMvam9icy9vZmZlci5kbz9qb2lk PTExMTkyMCZhbXA7bGFuZz1FTjwvc3Bhbj48L2E+PC9zcGFuPjxzcGFuIHN0eWxlPSJmb250LXNp emU6MTAuNXB0O2ZvbnQtZmFtaWx5OlJvYm90byI+PG86cD48L286cD48L3NwYW4+PC9wPg0KPHAg Y2xhc3M9Ik1zb05vcm1hbCI+PG86cD4mbmJzcDs8L286cD48L3A+DQo8L2Rpdj4NCjxQUkU+X19f X19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19f X19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19fX19f X19fXwoKQ2UgbWVzc2FnZSBldCBzZXMgcGllY2VzIGpvaW50ZXMgcGV1dmVudCBjb250ZW5pciBk ZXMgaW5mb3JtYXRpb25zIGNvbmZpZGVudGllbGxlcyBvdSBwcml2aWxlZ2llZXMgZXQgbmUgZG9p dmVudCBkb25jCnBhcyBldHJlIGRpZmZ1c2VzLCBleHBsb2l0ZXMgb3UgY29waWVzIHNhbnMgYXV0 b3Jpc2F0aW9uLiBTaSB2b3VzIGF2ZXogcmVjdSBjZSBtZXNzYWdlIHBhciBlcnJldXIsIHZldWls bGV6IGxlIHNpZ25hbGVyCmEgbCdleHBlZGl0ZXVyIGV0IGxlIGRldHJ1aXJlIGFpbnNpIHF1ZSBs ZXMgcGllY2VzIGpvaW50ZXMuIExlcyBtZXNzYWdlcyBlbGVjdHJvbmlxdWVzIGV0YW50IHN1c2Nl cHRpYmxlcyBkJ2FsdGVyYXRpb24sCk9yYW5nZSBkZWNsaW5lIHRvdXRlIHJlc3BvbnNhYmlsaXRl IHNpIGNlIG1lc3NhZ2UgYSBldGUgYWx0ZXJlLCBkZWZvcm1lIG91IGZhbHNpZmllLiBNZXJjaS4K ClRoaXMgbWVzc2FnZSBhbmQgaXRzIGF0dGFjaG1lbnRzIG1heSBjb250YWluIGNvbmZpZGVudGlh bCBvciBwcml2aWxlZ2VkIGluZm9ybWF0aW9uIHRoYXQgbWF5IGJlIHByb3RlY3RlZCBieSBsYXc7 CnRoZXkgc2hvdWxkIG5vdCBiZSBkaXN0cmlidXRlZCwgdXNlZCBvciBjb3BpZWQgd2l0aG91dCBh dXRob3Jpc2F0aW9uLgpJZiB5b3UgaGF2ZSByZWNlaXZlZCB0aGlzIGVtYWlsIGluIGVycm9yLCBw bGVhc2Ugbm90aWZ5IHRoZSBzZW5kZXIgYW5kIGRlbGV0ZSB0aGlzIG1lc3NhZ2UgYW5kIGl0cyBh dHRhY2htZW50cy4KQXMgZW1haWxzIG1heSBiZSBhbHRlcmVkLCBPcmFuZ2UgaXMgbm90IGxpYWJs ZSBmb3IgbWVzc2FnZXMgdGhhdCBoYXZlIGJlZW4gbW9kaWZpZWQsIGNoYW5nZWQgb3IgZmFsc2lm aWVkLgpUaGFuayB5b3UuCjwvUFJFPjwvYm9keT4NCjwvaHRtbD4NCg== --_000_C0B2320BA46F4E618F7A9EEA658C6A81orangecom_--


This message came from the mail archive
src/postings/2022/
maintained by:
DAn Ellis <dpwe@ee.columbia.edu>
Electrical Engineering Dept., Columbia University