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Generalization Study — Extensions
extensionGeneralization experiments beyond the core configurationGeneralization experiments beyond the core configurationStatus: Open.Generalization Study — Attention Window Fix
baselineSystem build — architecture, training, and model developmentSystem build — architecture, training, and model developmentStatus: Open.Core Study — Validation
validationCore experiments that directly test the primary research claimCore experiments that directly test the primary research claimStatus: Open.Channel-Count Ablation (16-dim / 64-dim vs. 32-dim baseline)
extensionGeneralization experiments beyond the core configurationGeneralization experiments beyond the core configurationHighImportant, near-termImportant, near-termStatus: Open.Multi-speaker generalization study (beyond n=40 set)
extensionGeneralization experiments beyond the core configurationGeneralization experiments beyond the core configurationLowNice to haveNice to haveStatus: Open.Evaluate 64-channel variant — R-D curve and entropy analysis
extensionGeneralization experiments beyond the core configurationGeneralization experiments beyond the core configurationHighImportant, near-termImportant, near-termStatus: Open.VQ/RVQ comparison at matched bitrate
extensionGeneralization experiments beyond the core configurationGeneralization experiments beyond the core configurationHighImportant, near-termImportant, near-termStatus: Open.Evaluate 16-channel variant — R-D curve and entropy analysis
extensionGeneralization experiments beyond the core configurationGeneralization experiments beyond the core configurationHighImportant, near-termImportant, near-termStatus: Open.Re-evaluate Phase G baseline with corrected attention window
blockedCannot proceed — waiting on a dependencyCannot proceed — waiting on a dependencyHighImportant, near-termImportant, near-termvalidationCore experiments that directly test the primary research claimCore experiments that directly test the primary research claimStatus: Open.Re-run R-D sweep n=40 with corrected model
blockedCannot proceed — waiting on a dependencyCannot proceed — waiting on a dependencyHighImportant, near-termImportant, near-termvalidationCore experiments that directly test the primary research claimCore experiments that directly test the primary research claimStatus: Open.Fix attention window mask — replace torch.triu with torch.tril + 20-frame constraint
baselineSystem build — architecture, training, and model developmentSystem build — architecture, training, and model developmentblockedCannot proceed — waiting on a dependencyCannot proceed — waiting on a dependencyCriticalBlocking other workBlocking other workStatus: Open.Run R-D sweep on n=40 speakers (eval_paper_numbers.py Part 2)
HighImportant, near-termImportant, near-termvalidationCore experiments that directly test the primary research claimCore experiments that directly test the primary research claimStatus: Open.