Interactive listening evidence · Base & Medium

Vocal burst 12: Frustrated Groan, Growl, Scream +1 more

Gemini event spans versus independently predicted Base and Medium spans. Hear the clip and inspect both models’ event labels, 20 ms curves and 192 scores.

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12. Frustrated Groan, Growl, Scream, Tsk

emolia_c1780EImpatience_and_IrritabilityAen.c020.k0

vc_sidon · en/synth · 8.38 s · validation split

4 Gemini eventsBase count 2.8Medium count 3.2

Source key: emolia_c1780__E__Impatience_and_Irritability__A__en.c020.k0 · Audio SHA256: e2082208b310e3bf03aef7a6adfd4544306ae291ed688aca46daccaae5cfa92d

Gemini annotation · selection aid

0.85–1.74 s: Frustrated Groan · group sigh_neg
1.95–2.45 s: Tsk · group mouth
2.65–3.75 s: Growl · group growl
3.75–7.92 s: Scream · group scream

Base predictions

20 ms frame probability; dashed line = 0.5 threshold

0.04–0.60 s: Lip Smack 16%, Effort Grunt 8%, Low Mumble 6% · onset 0.91
0.58–1.80 s: Exhausted Groan 23%, Other / rare burst 21%, Frustrated Groan 16% · onset 0.84
0.66–2.38 s: Growl 23%, Other / rare burst 18%, Exhausted Groan 14% · onset 0.81
0.82–1.90 s: Other / rare burst 24%, Exhausted Groan 19%, Growl 15% · onset 0.76
1.48–2.32 s: Effort Grunt 34%, Growl 13%, Other / rare burst 13% · onset 0.79
1.62–2.54 s: Effort Grunt 41%, Growl 12%, Other / rare burst 11% · onset 0.69
1.74–2.62 s: Effort Grunt 43%, Growl 11%, Other / rare burst 10% · onset 0.91
1.84–2.52 s: Effort Grunt 47%, Growl 11%, Displeased Grunt 9% · onset 0.66
1.98–2.52 s: Effort Grunt 53%, Growl 9%, Displeased Grunt 8% · onset 0.91
2.06–2.72 s: Effort Grunt 48%, Growl 9%, Displeased Grunt 8% · onset 0.59
2.12–2.68 s: Effort Grunt 50%, Growl 8%, Displeased Grunt 8% · onset 0.54
2.24–3.02 s: Effort Grunt 34%, Other / rare burst 13%, Growl 9% · onset 0.75
2.50–3.80 s: Other / rare burst 25%, Growl 18%, Effort Grunt 10% · onset 0.75
2.58–3.76 s: Other / rare burst 23%, Growl 19%, Effort Grunt 11% · onset 0.58
2.66–3.92 s: Other / rare burst 25%, Growl 21%, Exhausted Groan 10% · onset 0.75
2.74–4.12 s: Other / rare burst 27%, Growl 22%, Exhausted Groan 10% · onset 0.85
2.82–4.04 s: Other / rare burst 25%, Growl 22%, Exhausted Groan 11% · onset 0.61
2.88–4.14 s: Other / rare burst 25%, Growl 22%, Exhausted Groan 12% · onset 0.61
2.98–4.46 s: Other / rare burst 27%, Growl 21%, Exhausted Groan 12% · onset 0.90
3.12–4.84 s: Other / rare burst 29%, Growl 20%, Scream 13% · onset 0.62
3.22–5.18 s: Other / rare burst 28%, Growl 20%, Scream 17% · onset 0.72
3.48–5.70 s: Other / rare burst 26%, Growl 24%, Scream 18% · onset 0.66
3.68–5.90 s: Growl 27%, Other / rare burst 26%, Scream 17% · onset 0.78
3.74–6.10 s: Other / rare burst 30%, Growl 27%, Scream 14% · onset 0.80
3.96–5.92 s: Growl 27%, Other / rare burst 25%, Scream 17% · onset 0.74
5.86–7.34 s: Other / rare burst 26%, Growl 23%, Frustrated Groan 20% · onset 0.57
5.96–7.52 s: Other / rare burst 23%, Growl 22%, Frustrated Groan 20% · onset 0.67
6.02–7.80 s: Growl 23%, Other / rare burst 20%, Frustrated Groan 20% · onset 0.59
6.08–7.64 s: Growl 22%, Frustrated Groan 19%, Other / rare burst 19% · onset 0.57
6.18–7.90 s: Growl 23%, Frustrated Groan 21%, Other / rare burst 17% · onset 0.56
6.26–7.82 s: Growl 21%, Frustrated Groan 20%, Other / rare burst 17% · onset 0.53
6.36–7.74 s: Growl 19%, Frustrated Groan 18%, Exhausted Groan 18% · onset 0.57

Frame-positive regions: 1 · CPS 1.03 · Orange timbre cosine 0.744 · identity cosine 0.689

Medium predictions

20 ms frame probability; dashed line = 0.5 threshold

0.00–0.64 s: Low Mumble 10%, Effort Grunt 9%, Growl 8% · onset 0.96
0.10–0.90 s: Growl 16%, Low Mumble 13%, Effort Grunt 12% · onset 0.60
0.52–1.58 s: Growl 38%, Frustrated Groan 22%, Other / rare burst 12% · onset 0.76
0.64–2.36 s: Growl 27%, Other / rare burst 20%, Frustrated Groan 14% · onset 0.81
1.48–2.42 s: Effort Grunt 54%, Other / rare burst 20%, Growl 5% · onset 0.59
1.54–2.46 s: Effort Grunt 55%, Other / rare burst 19%, Growl 5% · onset 0.54
1.60–2.54 s: Effort Grunt 57%, Other / rare burst 17%, Growl 5% · onset 0.73
1.76–2.74 s: Effort Grunt 59%, Other / rare burst 12%, Growl 5% · onset 0.69
1.84–2.66 s: Effort Grunt 65%, Other / rare burst 9%, Growl 4% · onset 0.55
1.98–2.60 s: Effort Grunt 70%, Other / rare burst 5%, Growl 4% · onset 0.86
2.24–3.14 s: Effort Grunt 47%, Other / rare burst 13%, Exhausted Groan 7% · onset 0.52
2.52–3.66 s: Other / rare burst 23%, Growl 20%, Exhausted Groan 18% · onset 0.79
2.72–4.20 s: Growl 28%, Other / rare burst 27%, Exhausted Groan 10% · onset 0.74
2.84–4.32 s: Growl 28%, Other / rare burst 26%, Scream 13% · onset 0.50
2.96–4.58 s: Other / rare burst 27%, Growl 24%, Scream 22% · onset 0.79
3.12–5.14 s: Scream 29%, Other / rare burst 28%, Growl 23% · onset 0.65
3.18–5.40 s: Scream 31%, Other / rare burst 26%, Growl 24% · onset 0.62
3.72–5.68 s: Other / rare burst 30%, Growl 27%, Scream 23% · onset 0.55
3.98–5.94 s: Other / rare burst 31%, Growl 30%, Scream 18% · onset 0.54
6.26–8.16 s: Growl 30%, Other / rare burst 24%, Exhausted Groan 17% · onset 0.53

Frame-positive regions: 2 · CPS 0.06 · Orange timbre cosine 0.815 · identity cosine 0.710

All 192 scalar scores: Base and Medium raw plus reference z

Target	Base raw	Base z	Medium raw	Medium z
`emo_Affection`	0.01	0.00	-0.03	-0.07
`emo_Amusement`	-0.11	-0.12	0.06	0.07
`emo_Anger`	1.84	2.99	1.52	2.48
`emo_Astonishment_Surprise`	0.44	0.76	0.22	0.38
`emo_Awe`	-0.02	-0.05	0.01	0.03
`emo_Bitterness`	0.52	1.22	0.22	0.49
`emo_Concentration`	0.46	-0.24	0.28	-0.47
`emo_Confusion`	0.37	0.68	0.52	0.96
`emo_Contemplation`	0.03	-0.08	0.12	0.07
`emo_Contempt`	0.28	0.61	0.11	0.25
`emo_Contentment`	-0.16	-0.31	-0.06	-0.12
`emo_Disappointment`	0.28	0.40	0.44	0.63
`emo_Disgust`	0.67	1.35	0.20	0.39
`emo_Distress`	3.12	3.79	2.87	3.50
`emo_Doubt`	0.05	0.09	0.06	0.11
`emo_Elation`	-0.03	-0.06	0.05	0.05
`emo_Embarrassment`	-0.04	-0.20	-0.02	-0.14
`emo_Emotional_Numbness`	0.20	0.21	0.13	0.14
`emo_Fatigue_Exhaustion`	3.26	6.00	3.00	5.52
`emo_Fear`	1.21	1.96	1.02	1.66
`emo_Helplessness`	2.51	3.61	2.33	3.36
`emo_Hope_Enthusiasm_Optimism`	-0.02	-0.19	0.03	-0.12
`emo_Impatience_and_Irritability`	1.83	2.38	1.43	1.81
`emo_Infatuation`	-0.00	0.03	-0.02	-0.01
`emo_Interest`	-0.03	-1.78	-0.18	-1.95
`emo_Intoxication_Altered_States_of_Consciousness`	0.72	1.34	0.99	1.81
`emo_Jealousy_and_Envy`	0.00	-0.12	0.01	-0.11
`emo_Longing`	0.08	-0.01	0.10	0.03
`emo_Malevolence_Malice`	0.42	0.68	0.09	0.06
`emo_Pain`	3.35	5.78	3.11	5.38
`emo_Pleasure_Ecstasy`	0.03	0.02	0.06	0.07
`emo_Pride`	0.07	0.13	0.08	0.15
`emo_Relief`	0.11	0.11	0.14	0.16
`emo_Sadness`	0.52	0.68	0.51	0.67
`emo_Sexual_Lust`	0.03	0.00	-0.06	-0.18
`emo_Shame`	-0.05	-0.12	-0.02	-0.07
`emo_Sourness`	0.61	1.40	0.32	0.75
`emo_Teasing`	-0.06	-0.11	0.08	0.15
`emo_Thankfulness_Gratitude`	0.03	-0.01	-0.07	-0.16
`emo_Triumph`	0.07	0.15	0.07	0.14
`vn_AGEV_reg`	3.71	0.58	3.41	0.34
`vn_AROU_reg`	4.20	1.60	4.14	1.56
`vn_ARSH_reg`	3.31	0.84	3.31	0.85
`vn_ATCK_reg`	4.45	1.77	4.27	1.63
`vn_BKGN_reg`	3.57	1.14	3.38	0.89
`vn_BRGT_reg`	2.19	0.24	2.19	0.25
`vn_CHNK_reg`	0.52	-1.07	0.60	-1.01
`vn_CLRT_reg`	1.05	-1.02	1.32	-0.73
`vn_COGL_reg`	1.82	-0.26	1.85	-0.23
`vn_DARC_reg`	3.49	1.35	3.60	1.44
`vn_DFLU_reg`	1.62	-0.74	1.53	-0.81
`vn_EMPH_reg`	4.08	0.97	4.14	1.01
`vn_ESTH_reg`	0.86	-1.97	1.21	-1.53
`vn_EXPL_reg`	0.12	0.11	0.07	-0.04
`vn_FOCS_reg`	2.58	0.21	2.43	0.08
`vn_FULL_reg`	3.53	1.97	3.41	1.83
`vn_GEND_reg`	5.60	0.97	6.22	1.36
`vn_HARM_reg`	0.94	-1.84	1.08	-1.67
`vn_METL_reg`	2.54	0.96	2.79	1.22
`vn_RANG_reg`	3.24	0.36	2.96	0.06
`vn_RCQL_reg`	3.22	0.53	3.06	0.34
`vn_REGS_reg`	0.93	-0.21	0.40	-0.63
`vn_RESP_reg`	4.94	2.14	4.89	2.10
`vn_ROUG_reg`	5.54	3.96	5.74	4.18
`vn_R_CHST_reg`	3.53	1.66	4.14	2.38
`vn_R_HEAD_reg`	0.47	-2.04	0.53	-1.97
`vn_R_MASK_reg`	1.06	-0.84	0.93	-0.97
`vn_R_MIXD_reg`	2.01	0.69	1.77	0.39
`vn_R_NASL_reg`	0.96	-1.75	0.98	-1.73
`vn_R_ORAL_reg`	2.02	-0.22	2.30	0.16
`vn_R_THRT_reg`	5.58	4.38	5.76	4.60
`vn_SMTH_reg`	0.73	-1.30	1.38	-0.70
`vn_STNC_reg`	3.26	0.55	3.27	0.56
`vn_STRU_reg`	0.79	-1.41	0.81	-1.38
`vn_S_ASMR_reg`	0.35	-0.72	0.87	-0.35
`vn_S_AUTH_reg`	1.51	0.41	1.66	0.55
`vn_S_CART_reg`	3.28	1.23	3.32	1.25
`vn_S_CASU_reg`	1.55	-1.76	1.16	-2.06
`vn_S_CONV_reg`	0.13	-1.87	0.02	-1.95
`vn_S_DRAM_reg`	5.14	2.10	4.89	1.89
`vn_S_FORM_reg`	0.06	-1.11	0.22	-0.95
`vn_S_MONO_reg`	4.00	0.91	4.21	1.08
`vn_S_NARR_reg`	-0.71	-1.40	0.21	-0.76
`vn_S_NEWS_reg`	-0.26	-1.17	-0.11	-0.91
`vn_S_PLAY_reg`	0.07	-1.73	0.41	-1.48
`vn_S_RANT_reg`	1.88	0.52	1.78	0.44
`vn_S_STRY_reg`	0.41	-1.51	0.56	-1.41
`vn_S_TECH_reg`	-0.52	-0.95	0.16	-0.40
`vn_S_WHIS_reg`	0.86	-0.46	0.73	-0.54
`vn_TEMP_reg`	1.64	-0.40	1.63	-0.41
`vn_TENS_reg`	5.53	4.67	5.46	4.58
`vn_VALN_reg`	0.23	-1.88	0.64	-1.51
`vn_VALS_reg`	1.83	-0.64	1.91	-0.57
`vn_VFLX_reg`	2.51	0.21	3.09	0.69
`vn_VOLT_reg`	3.51	1.05	3.54	1.07
`vn_VULN_reg`	3.43	0.79	3.92	1.29
`vn_WARM_reg`	1.82	-0.84	2.23	-0.38
`genuineness_0_6`	2.98	0.40	3.15	0.51
`blend_0_10`	6.58	-0.03	6.97	0.11
`R_quality`	0.32	-2.30	0.38	-2.13
`eiv_extra:Age`	3.24	-0.04	3.21	-0.12
`eiv_extra:Arousal`	2.70	3.23	2.72	3.28
`eiv_extra:Authenticity`	2.67	0.05	2.67	0.04
`eiv_extra:Background_Noise`	1.00	0.71	0.98	0.64
`eiv_extra:Confident_vs._Hesitant`	2.13	3.60	2.25	4.00
`eiv_extra:Gender`	-0.80	-0.18	-0.91	-0.29
`eiv_extra:High-Pitched_vs._Low-Pitched`	1.95	0.51	1.77	-0.22
`eiv_extra:Monotone_vs._Expressive`	2.50	1.37	2.31	0.95
`eiv_extra:Recording_Quality`	1.29	-2.56	1.21	-2.82
`eiv_extra:Serious_vs._Humorous`	0.32	-1.80	0.20	-2.13
`eiv_extra:Soft_vs._Harsh`	0.10	-0.57	0.14	-0.44
`eiv_extra:Submissive_vs._Dominant`	0.09	-0.88	-0.08	-1.39
`eiv_extra:Valence`	-2.14	-5.63	-1.75	-4.62
`eiv_extra:Vulnerable_vs._Emotionally_Detached`	1.00	-1.64	0.78	-2.13
`eiv_extra:Warm_vs._Cold`	-0.86	-3.05	-0.90	-3.17
`eiv_extra:score_background_quality`	3.09	-0.30	3.28	-0.04
`eiv_extra:score_content_enjoyment`	3.96	-1.82	3.85	-2.17
`eiv_extra:score_overall_quality`	2.50	-0.30	2.55	-0.20
`eiv_extra:score_speech_quality`	1.65	-1.07	1.70	-0.74
`audiobox:CE`	4.03	-0.75	4.02	-0.76
`audiobox:CU`	5.81	0.16	5.84	0.19
`audiobox:PC`	2.03	-0.19	2.01	-0.20
`audiobox:PQ`	7.39	0.39	7.54	0.57
`dnsmos:SIG_raw`	3.69	-0.32	3.66	-0.36
`dnsmos:BAK_raw`	3.54	0.29	3.23	0.02
`dnsmos:OVRL_raw`	3.16	0.09	2.98	-0.13
`dnsmos:SIG`	3.34	-0.29	3.33	-0.32
`dnsmos:BAK`	3.58	0.21	3.36	-0.03
`dnsmos:OVRL`	2.86	0.04	2.74	-0.16
`dnsmos:P808_MOS`	3.09	-0.67	3.07	-0.71
`burst_count_log1p`	1.34	2.07	1.45	2.24
`voiceclap_attribute:Affection`	-0.13	-1.94	-0.12	-1.93
`voiceclap_attribute:Age`	2.99	-0.43	2.67	-1.02
`voiceclap_attribute:Amusement`	0.14	-0.44	0.23	-0.28
`voiceclap_attribute:Anger`	1.29	0.59	0.76	-0.47
`voiceclap_attribute:Arousal`	2.71	2.07	2.84	2.28
`voiceclap_attribute:Astonishment_Surprise`	0.51	0.00	0.56	0.12
`voiceclap_attribute:Authenticity`	2.87	0.60	2.70	-0.39
`voiceclap_attribute:Awe`	-0.01	-2.12	0.07	-1.80
`voiceclap_attribute:Background_Noise`	0.81	0.91	0.95	1.45
`voiceclap_attribute:Bitterness`	0.53	-0.25	0.47	-0.50
`voiceclap_attribute:Concentration`	0.54	-1.26	0.56	-1.23
`voiceclap_attribute:Confident_vs._Hesitant`	1.95	1.88	1.67	1.29
`voiceclap_attribute:Confusion`	0.21	-1.31	0.22	-1.27
`voiceclap_attribute:Contemplation`	0.14	-1.57	0.14	-1.58
`voiceclap_attribute:Contempt`	0.44	-0.79	0.36	-1.03
`voiceclap_attribute:Contentment`	-0.36	-3.07	-0.29	-2.87
`voiceclap_attribute:Disappointment`	0.86	0.36	0.89	0.43
`voiceclap_attribute:Disgust`	0.39	-1.11	0.33	-1.42
`voiceclap_attribute:Distress`	2.36	4.11	2.11	3.39
`voiceclap_attribute:Doubt`	0.43	-0.56	0.31	-1.22
`voiceclap_attribute:Elation`	0.09	-1.12	0.11	-1.08
`voiceclap_attribute:Embarrassment`	-0.01	-1.02	-0.07	-1.18
`voiceclap_attribute:Emotional_Numbness`	0.10	-2.10	0.09	-2.17
`voiceclap_attribute:Fatigue_Exhaustion`	1.85	5.32	2.18	6.57
`voiceclap_attribute:Fear`	0.50	-0.54	0.52	-0.47
`voiceclap_attribute:Gender`	-0.79	-0.63	-0.91	-0.76
`voiceclap_attribute:Helplessness`	1.62	3.59	1.62	3.57
`voiceclap_attribute:High-Pitched_vs._Low-Pitched`	1.74	-0.28	1.85	0.03
`voiceclap_attribute:Hope_Enthusiasm_Optimism`	-0.24	-2.40	-0.09	-2.01
`voiceclap_attribute:Impatience_and_Irritability`	1.50	0.83	0.97	-0.15
`voiceclap_attribute:Infatuation`	0.01	-1.80	0.02	-1.76
`voiceclap_attribute:Interest`	-0.12	-3.90	-0.05	-3.74
`voiceclap_attribute:Intoxication_Altered_States_of_Consciousness`	0.39	-0.24	0.34	-0.35
`voiceclap_attribute:Jealousy_&_Envy`	0.02	-2.05	0.09	-1.76
`voiceclap_attribute:Longing`	0.05	-2.21	0.11	-1.96
`voiceclap_attribute:Malevolence_Malice`	0.32	-1.49	0.35	-1.40
`voiceclap_attribute:Monotone_vs._Expressive`	2.39	1.04	2.43	1.11
`voiceclap_attribute:Pain`	1.30	4.21	1.10	3.30
`voiceclap_attribute:Pleasure_Ecstasy`	0.01	-1.65	0.17	-1.11
`voiceclap_attribute:Pride`	0.15	-1.80	0.21	-1.64
`voiceclap_attribute:Recording_Quality`	1.48	-2.53	1.33	-3.00
`voiceclap_attribute:Relief`	-0.08	-2.67	-0.11	-2.73
`voiceclap_attribute:Sadness`	0.81	0.20	0.82	0.22
`voiceclap_attribute:Serious_vs._Humorous`	0.75	-0.10	0.98	0.30
`voiceclap_attribute:Sexual_Lust`	0.03	-1.45	0.11	-1.26
`voiceclap_attribute:Shame`	-0.09	-2.19	-0.11	-2.23
`voiceclap_attribute:Soft_vs._Harsh`	0.11	-0.13	0.15	-0.02
`voiceclap_attribute:Sourness`	0.63	-0.25	0.55	-0.52
`voiceclap_attribute:Submissive_vs._Dominant`	0.48	-0.41	0.55	-0.20
`voiceclap_attribute:Teasing`	0.11	-1.14	0.07	-1.25
`voiceclap_attribute:Thankfulness_Gratitude`	0.24	-2.16	0.09	-2.44
`voiceclap_attribute:Triumph`	0.27	-1.25	0.25	-1.28
`voiceclap_attribute:Valence`	-1.98	-3.11	-1.42	-2.23
`voiceclap_attribute:Vulnerable_vs._Emotionally_Detached`	0.60	-1.86	0.65	-1.77
`voiceclap_attribute:Warm_vs._Cold`	-0.33	-0.65	-0.45	-0.96
`voiceclap_attribute:duration`	7.75	-0.50	7.63	-0.52
`voiceclap_attribute:score_background_quality`	3.00	-0.48	3.15	-0.19
`voiceclap_attribute:score_content_enjoyment`	4.37	-1.97	4.38	-1.85
`voiceclap_attribute:score_overall_quality`	2.23	-0.99	2.27	-0.90
`voiceclap_attribute:score_speech_quality`	1.89	0.00	1.89	0.02
`voiceclap_attribute:talking_speed`	1.51	-2.00	2.27	-1.80

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