Adds JSON entries for community-suggested papers tracked in open issues: closes #22 (SLAM-LLM, already present — pointer only) closes #23 Phi-4-Mini (Microsoft) closes #24 OWLS (CMU, NVIDIA) closes #25 Audio-Reasoner (NTU, Skywork) closes #26 Audio Flamingo 2 (NVIDIA, UMD) closes #27 Full-Duplex-Bench (NTU, Berkeley, MIT) closes #28 LTU-AS / Joint Audio and Speech Understanding (MIT, IBM) closes BinWang28#29 OpenJMLA (ByteDance) closes BinWang28#30 SpeechVerse (Amazon AGI) closes BinWang28#36 LALM-Temporal-Bench (IISc, INTERSPEECH 2025) closes BinWang28#37 DIFFA (Nankai) Cleanups: - Delete items/SLAM-LLM-x.json (mis-named duplicate of items/ADU-Bench.json) - Delete items/SPIRIT.json (older duplicate of items/SPIRIT-lm.json with empty Description; the -lm file has the richer entry) - Add CONTRIBUTING.md documenting the JSON-first workflow, scope, template, and regeneration step (supersedes the guide in #11) closes #11 README.md and model_release_timeline_vertical_listed.png regenerated via format_input.py. After this commit, the items/ directory has zero duplicate Abbreviations. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

JOINT MUSIC AND LANGUAGE ATTENTION MODELS FOR ZERO-SHOT MUSIC TAGGING #29

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