Speech/song reading stayed above chance in the weakest fitting half of selected sites in six SEEG patients and 16 fMRI adults
We tested whether speech/song reading survives removal of half of selected auditory sites. Each fit removed sites with the largest absolute standardized class mean contrast. A centroid reader used the rest. It predicted other sounds in other repeats. Separate public studies supplied SEEG high-gamma responses and BOLD fMRI. Two patients and four MRI adults supplied development. A local plan and code lock preceded tests in six other patients and 16 other adults. Mean AUC and 95% person Student limits were SEEG 0.73609 [0.61321, 0.85896] and fMRI 0.91289 [0.89287, 0.93291]. The single shared test passed, p=0.00216297. The test required positive mean evidence and a common sound-label reference in each modality. Controls, negative people and weaker retention fractions remain. A third MRI acquisition had mean AUC 0.83488; overlap of its people with the primary MRI study was not verified. Selection uses noisy fitting preferences. The result does not identify truly nonselective sites or independent neural sources. A one-scalar model supports deletion reading. Clinical sampling, source site screens, unequal coverage, age, task, acoustics and vascular filters limit interpretation. The contribution is a fixed deletion benchmark in reused human cohorts. It does not show a common cause or a neural lesion effect. Code, source pins and terms, all scores, figures and repeat steps are supplied. Original neural arrays stay external.
human neuroscience · SEEG · fMRI · auditory cortex · speech · song · site selection · readout robustness
References
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- usesNormalized spatial quantiles separated speech or song from other sounds in six SEEG patients and 16 fMRI adults sci:sha256:07ca9b4025164825355b5947f1d2a764733adb11dca045ad38cf25e1992c10c1
We reuse its pinned source preparation code, source manifest and source terms.
- Removing the half of selected sites with the highest fitting reliability decreased sound assignment accuracy more than random removal in six SEEG patients and two fMRI panels sci:sha256:a37bce91226396be1e52f1daa4589f39b2fcd31484268e8bace176f0e590143c
Its reliable-site deletion test motivates a distinct absolute-preference deletion benchmark.
- At selected auditory sites, the top quarter by voice preference retained tuning in a source nonvocal panel in six SEEG patients and 24 fMRI adults sci:sha256:6c152eb830bf619a15a82d19da0ee61036689d52aa8fe5a14201c9ee7ab07470
Its preference and nonvocal tuning test is related prior work; this analysis tests weak-preference class reading.
- In selected panels, rank readers kept mean speech versus animal AUC above 0.5 after each parcel omission in 15 iEEG patients and 20 fMRI adults sci:sha256:1b30cf7161fcbbc3fb61467ec646906dad9235e81a71812cac3b6f921656119a
Its parcel-omission result is related prior evidence for readout redundancy, with different sources and selection.
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- Sites with lower repeatability distinguished fixed sound pairs in SEEG and fMRI; SEEG controls were uncertain
This prior weak-contrast site test addresses broad speech/song classification. We test selected nonvoice sound pairs with a different rank rule.