Gender A/B: VoiceNet GEND vs Empathic-Insight

Perceived gender: VoiceNet GEND vs Empathic-Insight Gender expert (Gemini-3.5-Flash = ground truth)

Summary: n=32 · VoiceNet MAE-vs-Gemini 0.5 · Empathic-Insight MAE 0.562 · sign-agree VN 31/32 / EI 30/32 · direction-disagreement cases: 1 (VN closer 0, EI closer 0) · scale: M+ = very masculine (-2) … F+ = very feminine (+2). ✓ exact / ~ off-by-1 / ✗ off-by-≥2 vs Gemini.

id	archetype	VoiceNet GEND	Empathic-Insight	Gemini (truth)	Gemini note
g00	asmr_man	GEND 1.3 F+ ✓	+1.53 F+ ✓	very_feminine F+ (conf 0.9)	Very soft, high-pitched female whisper with a gentle tone.
g01	asmr_man	GEND 4.73 M+ ✓	-1.094 M+ ✓	very_masculine M+ (conf 1.0)	Extremely deep, resonant, and masculine voice.
g02	asmr_man	GEND 1.4 F+ ✓	+1.506 F+ ✓	very_feminine F+ (conf 1.0)	Soft, clear feminine whispering voice with gentle breathing.
g03	asmr_man	GEND 1.67 F ✓	+1.369 F+ ~	feminine F (conf 0.9)	Soft whisper with breathy, higher-pitched undertones.
g04	asmr_man	GEND 1.09 F+ ✓	+1.468 F+ ✓	very_feminine F+ (conf 0.95)	Soft, whispering female voice.
g05	asmr_man	GEND 1.8 F ~	+1.68 F+ ✓	very_feminine F+ (conf 1.0)	A soft, whispered, characteristically feminine voice.
g06	asmr_man	GEND 1.01 F+ ✓	+1.72 F+ ✓	very_feminine F+ (conf 0.95)	Soft, whispering female voice.
g07	asmr_man	GEND 3.51 M ~	-0.883 M ~	very_masculine M+ (conf 1.0)	Deep, resonant, relaxed male voice.
g08	asmr_man	GEND 0.84 F+ ✓	+1.538 F+ ✓	very_feminine F+ (conf 1.0)	Clear, soft, and soothing feminine voice.
g09	asmr_man	GEND 0.91 F+ ✓	+1.895 F+ ✓	very_feminine F+ (conf 1.0)	Soft whispered female voice.
g10	asmr_man	GEND 1.41 F+ ✓	+1.496 F+ ✓	very_feminine F+ (conf 0.95)	Soft, whispering female voice with gentle breathy tones.
g11	asmr_man	GEND 1.44 F+ ~	+1.638 F+ ~	feminine F (conf 0.9)	Whispered speech transitions to a breathy, high-pitched feminine voice.
g12	asmr_woman	GEND 4.17 M ~	-0.913 M ~	very_masculine M+ (conf 1.0)	Deep whispery masculine voice comforting the listener.
g13	asmr_woman	GEND 1.75 F ✓	+1.919 F+ ~	feminine F (conf 0.9)	Soft, whispering female voice with a gentle laugh at the end.
g14	asmr_woman	GEND 1.06 F+ ~	+1.688 F+ ~	feminine F (conf 0.9)	Breathy, feminine whisper with a soft tone.
g15	asmr_woman	GEND 4.46 M ~	-0.923 M ~	very_masculine M+ (conf 1.0)	A deep, whispering masculine voice.
g16	asmr_woman	GEND 0.44 F+ ~	+1.857 F+ ~	feminine F (conf 0.9)	Soft whispered voice with feminine cadence and tone.
g17	asmr_woman	GEND 1.99 F ✓	+1.858 F+ ~	feminine F (conf 0.9)	Soft whisper with feminine breathiness and pitch.
g18	asmr_woman	GEND 0.93 F+ ✓	+1.866 F+ ✓	very_feminine F+ (conf 0.95)	Soft, whispering female voice with clear feminine breathiness.
g19	asmr_woman	GEND 4.01 M ~	-0.818 M ~	very_masculine M+ (conf 0.9)	Deep whispering voice.
g20	asmr_woman	GEND 1.0 F+ ✓	+2.156 F+ ✓	very_feminine F+ (conf 1.0)	Soft, whispering feminine voice.
g21	asmr_woman	GEND 1.3 F+ ✓	+1.903 F+ ✓	very_feminine F+ (conf 1.0)	Soft, whispering feminine voice.
g22	asmr_woman	GEND 3.88 M ~	-0.202 neutral ✗	very_masculine M+ (conf 1.0)	Deep, breathy, whispering male voice.
g23	asmr_woman	GEND 4.59 M+ ✓	-0.876 M ~	very_masculine M+ (conf 1.0)	Deep, resonant male whisper.
g24	asmr_man_bo64	GEND 1.23 F+ ~	+1.416 F+ ~	feminine F (conf 0.9)	Whispered female voice speaking German.
g25	asmr_man_bo64	GEND 1.94 F ~	+1.449 F+ ✓	very_feminine F+ (conf 1.0)	A soft, whispered female voice with clear feminine characteristics.
g26	asmr_man_bo64	GEND 4.81 M+ ✓	-0.006 neutral ✗	very_masculine M+ (conf 0.95)	A deep, whispered masculine voice.
g27	asmr_man_bo64	GEND 1.95 F ~	+1.52 F+ ✓	very_feminine F+ (conf 0.9)	Soft, whispered female voice with a gentle, feminine tone.
g28	asmr_man_bo64	GEND 2.14 F ~	+1.608 F+ ✓	very_feminine F+ (conf 0.95)	Soft, whispering female voice.
g29	asmr_man_bo64	GEND 1.47 F+ ~	+1.595 F+ ~	feminine F (conf 0.9)	Soft whisper, clearly feminine tone.
g30	asmr_man_bo64	GEND 2.55 neutral ~	+1.739 F+ ~	feminine F (conf 0.9)	Whispered female voice speaking German.
g31	asmr_man_bo64	GEND 2.36 F ~	+1.502 F+ ✓	very_feminine F+ (conf 1.0)	A very soft, whispering female voice.

archetype

audio

VoiceNet GEND

Empathic-Insight

Gemini (truth)

Gemini note

g00

asmr_man

GEND 1.3
F+ ✓

+1.53
F+ ✓

very_feminine
F+ (conf 0.9)

Very soft, high-pitched female whisper with a gentle tone.

g01

asmr_man

GEND 4.73
M+ ✓

-1.094
M+ ✓

very_masculine
M+ (conf 1.0)

Extremely deep, resonant, and masculine voice.

g02

asmr_man

GEND 1.4
F+ ✓

+1.506
F+ ✓

very_feminine
F+ (conf 1.0)

Soft, clear feminine whispering voice with gentle breathing.

g03

asmr_man

GEND 1.67
F ✓

+1.369
F+ ~

feminine
F (conf 0.9)

Soft whisper with breathy, higher-pitched undertones.

g04

asmr_man

GEND 1.09
F+ ✓

+1.468
F+ ✓

very_feminine
F+ (conf 0.95)

Soft, whispering female voice.

g05

asmr_man

GEND 1.8
F ~

+1.68
F+ ✓

very_feminine
F+ (conf 1.0)

A soft, whispered, characteristically feminine voice.

g06

asmr_man

GEND 1.01
F+ ✓

+1.72
F+ ✓

very_feminine
F+ (conf 0.95)

Soft, whispering female voice.

g07

asmr_man

GEND 3.51
M ~

-0.883
M ~

very_masculine
M+ (conf 1.0)

Deep, resonant, relaxed male voice.

g08

asmr_man

GEND 0.84
F+ ✓

+1.538
F+ ✓

very_feminine
F+ (conf 1.0)

Clear, soft, and soothing feminine voice.

g09

asmr_man

GEND 0.91
F+ ✓

+1.895
F+ ✓

very_feminine
F+ (conf 1.0)

Soft whispered female voice.

g10

asmr_man

GEND 1.41
F+ ✓

+1.496
F+ ✓

very_feminine
F+ (conf 0.95)

Soft, whispering female voice with gentle breathy tones.

g11

asmr_man

GEND 1.44
F+ ~

+1.638
F+ ~

feminine
F (conf 0.9)

Whispered speech transitions to a breathy, high-pitched feminine voice.

g12

asmr_woman

GEND 4.17
M ~

-0.913
M ~

very_masculine
M+ (conf 1.0)

Deep whispery masculine voice comforting the listener.

g13

asmr_woman

GEND 1.75
F ✓

+1.919
F+ ~

feminine
F (conf 0.9)

Soft, whispering female voice with a gentle laugh at the end.

g14

asmr_woman

GEND 1.06
F+ ~

+1.688
F+ ~

feminine
F (conf 0.9)

Breathy, feminine whisper with a soft tone.

g15

asmr_woman

GEND 4.46
M ~

-0.923
M ~

very_masculine
M+ (conf 1.0)

A deep, whispering masculine voice.

g16

asmr_woman

GEND 0.44
F+ ~

+1.857
F+ ~

feminine
F (conf 0.9)

Soft whispered voice with feminine cadence and tone.

g17

asmr_woman

GEND 1.99
F ✓

+1.858
F+ ~

feminine
F (conf 0.9)

Soft whisper with feminine breathiness and pitch.

g18

asmr_woman

GEND 0.93
F+ ✓

+1.866
F+ ✓

very_feminine
F+ (conf 0.95)

Soft, whispering female voice with clear feminine breathiness.

g19

asmr_woman

GEND 4.01
M ~

-0.818
M ~

very_masculine
M+ (conf 0.9)

Deep whispering voice.

g20

asmr_woman

GEND 1.0
F+ ✓

+2.156
F+ ✓

very_feminine
F+ (conf 1.0)

Soft, whispering feminine voice.

g21

asmr_woman

GEND 1.3
F+ ✓

+1.903
F+ ✓

very_feminine
F+ (conf 1.0)

Soft, whispering feminine voice.

g22

asmr_woman

GEND 3.88
M ~

-0.202
neutral ✗

very_masculine
M+ (conf 1.0)

Deep, breathy, whispering male voice.

g23

asmr_woman

GEND 4.59
M+ ✓

-0.876
M ~

very_masculine
M+ (conf 1.0)

Deep, resonant male whisper.

g24

asmr_man_bo64

GEND 1.23
F+ ~

+1.416
F+ ~

feminine
F (conf 0.9)

Whispered female voice speaking German.

g25

asmr_man_bo64

GEND 1.94
F ~

+1.449
F+ ✓

very_feminine
F+ (conf 1.0)

A soft, whispered female voice with clear feminine characteristics.

g26

asmr_man_bo64

GEND 4.81
M+ ✓

-0.006
neutral ✗

very_masculine
M+ (conf 0.95)

A deep, whispered masculine voice.

g27

asmr_man_bo64

GEND 1.95
F ~

+1.52
F+ ✓

very_feminine
F+ (conf 0.9)

Soft, whispered female voice with a gentle, feminine tone.

g28

asmr_man_bo64

GEND 2.14
F ~

+1.608
F+ ✓

very_feminine
F+ (conf 0.95)

Soft, whispering female voice.

g29

asmr_man_bo64

GEND 1.47
F+ ~

+1.595
F+ ~

feminine
F (conf 0.9)

Soft whisper, clearly feminine tone.

g30

asmr_man_bo64

GEND 2.55
neutral ~

+1.739
F+ ~

feminine
F (conf 0.9)

Whispered female voice speaking German.

g31

asmr_man_bo64

GEND 2.36
F ~

+1.502
F+ ✓

very_feminine
F+ (conf 1.0)

A very soft, whispering female voice.

Perceived gender: VoiceNet GEND vs Empathic-Insight Gender expert (Gemini-3.5-Flash = ground truth)

Perceived gender: VoiceNet `GEND` vs Empathic-Insight Gender expert (Gemini-3.5-Flash = ground truth)