Novel stimuli are recognized above chance only by the Traditional and Reversed algorithm groups, not by the Control group¶
Claim · All claims
Evidence · 1 study · causalr2·q3
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q3 i? One-sample t-tests showed novel-stimulus accuracy significantly above chance for Traditional (t(19) = 4.61, p < 0.001) and Reversed (t(19) = 2.19, p = 0.041) but not Control (t(19) = -5.65, p < 0.001). → Kucinkas 2025
Evidence¶
Kucinkas 2025¶
Kucinkas, A., Retsa, C., Meijer, P. B. L., Wallace, M. T., Gori, M. & Murray, M. M. (2025). Learning visual to auditory sensory substitution reveals flexibility in image to sound mapping. npj Science of Learning. https://doi.org/10.1038/s41539-025-00385-4
q3 · i? · causal · r2
One-sample t-tests per group and stimulus type in the evaluation phase (20 participants per group); "accuracy was significantly above chance in the Traditional group" and the Reversed group for novel stimuli, but not the Control group; only test statistics printed, so impact is null.
"For novel stimuli, accuracy was significantly above chance in the Traditional group (t(19) = 4.61, p < 0.001) and the Reversed group (t(19) = 2.19, p = 0.041), but not in the Control group (t(19) = -5.65, p < 0.001)."
Discussion¶
Learner Variables¶
- Sensory Integration — outcome: instruction changes it
Related Claims¶
- Recognition accuracy is higher for familiar than novel stimuli across all mapping groups, with the familiar-novel difference consistent across groups — related
- Both the Traditional and Reversed algorithm groups significantly outperform a single-tone Control group in soundscape recognition accuracy, without differing from each other — related
- Processing time increases more for novel than familiar stimuli in algorithm-trained groups than in the Control group, while overall processing time does not differ by group — related
- Structured algorithmic mappings (Traditional and Reversed) produce higher first-attempt learning accuracy than an arbitrary single-tone mapping in visual-to-auditory SSD learning — a broader claim this one bears on
- Introducing a novel audio-visual pairing in Block 2 produced a reliable accuracy decrease only among reading-matched controls — related
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