Table 13 Effect of random perturbations...

Table 13

Effect of random perturbations on disentanglement in monophonic musical fragments.

Perturbations		MSE ↓	Instrument classification [%]			Pitch estimation [%]
RPS	RTD	MSE ↓	Timbre ↑	Variation ↓	Pitch ↓	(Timbre ↓)	Variation ↓	Pitch ↑
		0.414	53.6	40.4	12.2	(N/A)	76.8	17.4
✓		0.439	20.6	34.2	44.1	(N/A)	23.8	78.6
	✓	0.448	53.4	18.8	26.8	(N/A)	12.3	72.0
✓	✓	0.446	51.2	37.3	30.0	(N/A)	27.7	74.9

Perturbations		MSE ↓	Instrument classification [%]			Pitch estimation [%]
RPS	RTD	MSE ↓	Timbre ↑	Variation ↓	Pitch ↓	(Timbre ↓)	Variation ↓	Pitch ↑
		0.414	53.6	40.4	12.2	(N/A)	76.8	17.4
✓		0.439	20.6	34.2	44.1	(N/A)	23.8	78.6
	✓	0.448	53.4	18.8	26.8	(N/A)	12.3	72.0
✓	✓	0.446	51.2	37.3	30.0	(N/A)	27.7	74.9