Interactive listening evidence · Base & Medium

Vocal burst 14: Displeased Grunt, Effort Grunt, Frustrated Groan

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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14. Displeased Grunt, Effort Grunt, Frustrated Groan

k77_age2_bg1VESTH__extremely_low__de.c011.k1

vc_sidon · de/synth · 4.30 s · test split

4 Gemini eventsBase count 3.4Medium count 2.6

Source key: k77_age2_bg1__V__ESTH__extremely_low__de.c011.k1 · Audio SHA256: 728d8038e0a03dd29466c5aebe257f6d4ef44811d9fa9ad3d782d189a15c2f1c

Gemini annotation · selection aid

0.05–0.98 s: Frustrated Groan · group sigh_neg
1.76–2.25 s: Effort Grunt · group grunt
2.87–3.49 s: Displeased Grunt · group sigh_neg
3.97–4.29 s: Displeased Grunt · group sigh_neg

Base predictions

20 ms frame probability; dashed line = 0.5 threshold

0.04–0.56 s: Effort Grunt 45%, Displeased Grunt 6%, Growl 6% · onset 0.98
0.30–1.00 s: Effort Grunt 29%, Other / rare burst 10%, Growl 8% · onset 0.57
0.56–1.24 s: Effort Grunt 23%, Other / rare burst 19%, Growl 7% · onset 0.59
0.68–1.12 s: Effort Grunt 31%, Other / rare burst 12%, Growl 7% · onset 0.54
0.74–1.24 s: Effort Grunt 24%, Other / rare burst 15%, Frustrated Groan 8% · onset 0.53
0.82–1.34 s: Effort Grunt 21%, Other / rare burst 16%, Frustrated Groan 7% · onset 0.60
1.00–1.80 s: Other / rare burst 22%, Effort Grunt 20%, Displeased Grunt 6% · onset 0.52
1.12–1.86 s: Other / rare burst 21%, Effort Grunt 20%, Frustrated Groan 6% · onset 0.60
1.24–1.94 s: Effort Grunt 23%, Other / rare burst 20%, Displeased Grunt 7% · onset 0.85
1.36–2.12 s: Effort Grunt 29%, Other / rare burst 17%, Displeased Grunt 9% · onset 0.61
1.48–2.26 s: Effort Grunt 37%, Other / rare burst 12%, Displeased Grunt 9% · onset 0.89
1.62–2.40 s: Effort Grunt 47%, Displeased Grunt 11%, Frustrated Groan 8% · onset 0.70
1.74–2.52 s: Effort Grunt 53%, Displeased Grunt 12%, Frustrated Groan 6% · onset 0.91
1.86–2.52 s: Effort Grunt 57%, Displeased Grunt 13%, Frustrated Groan 6% · onset 0.71
2.00–2.58 s: Effort Grunt 62%, Displeased Grunt 12%, Frustrated Groan 5% · onset 0.88
2.24–2.80 s: Effort Grunt 44%, Displeased Grunt 15%, Other / rare burst 7% · onset 0.65
2.48–3.16 s: Effort Grunt 26%, Other / rare burst 24%, Displeased Grunt 8% · onset 0.80
2.62–3.26 s: Other / rare burst 27%, Effort Grunt 24%, Displeased Grunt 8% · onset 0.58
2.72–3.34 s: Other / rare burst 30%, Effort Grunt 22%, Displeased Grunt 7% · onset 0.76
2.80–3.44 s: Other / rare burst 30%, Effort Grunt 20%, Exhausted Groan 11% · onset 0.54
2.86–3.50 s: Other / rare burst 30%, Effort Grunt 19%, Exhausted Groan 12% · onset 0.61
2.98–3.58 s: Other / rare burst 26%, Effort Grunt 21%, Exhausted Groan 12% · onset 0.85
3.08–3.70 s: Effort Grunt 26%, Other / rare burst 19%, Exhausted Groan 12% · onset 0.65
3.22–3.82 s: Effort Grunt 30%, Frustrated Groan 15%, Exhausted Groan 13% · onset 0.85
3.32–3.86 s: Effort Grunt 30%, Frustrated Groan 20%, Exhausted Groan 12% · onset 0.65
3.48–3.94 s: Effort Grunt 54%, Frustrated Groan 17%, Displeased Grunt 5% · onset 0.84
3.68–4.24 s: Effort Grunt 56%, Frustrated Groan 13%, Other / rare burst 7% · onset 0.53
3.74–4.26 s: Effort Grunt 52%, Frustrated Groan 9%, Displeased Grunt 8% · onset 0.58
3.98–4.30 s: Effort Grunt 20%, Exasperated Sigh 13%, Displeased Grunt 9% · onset 0.67

Frame-positive regions: 1 · CPS 1.63 · Orange timbre cosine 0.728 · identity cosine 0.666

Medium predictions

20 ms frame probability; dashed line = 0.5 threshold

0.00–1.18 s: Effort Grunt 39%, Other / rare burst 8%, Displeased Grunt 7% · onset 0.97
0.70–1.28 s: Effort Grunt 20%, Other / rare burst 11%, Exhausted Groan 9% · onset 0.70
0.80–1.42 s: Effort Grunt 15%, Exhausted Groan 9%, Low Mumble 9% · onset 0.51
0.92–1.60 s: Effort Grunt 14%, Other / rare burst 10%, Breath 10% · onset 0.52
1.00–1.74 s: Effort Grunt 14%, Breath 11%, Other / rare burst 11% · onset 0.52
1.12–2.02 s: Effort Grunt 17%, Other / rare burst 13%, Breath 9% · onset 0.69
1.24–2.04 s: Effort Grunt 19%, Other / rare burst 13%, Breath 8% · onset 0.72
1.30–2.20 s: Effort Grunt 37%, Other / rare burst 11%, Exhausted Groan 6% · onset 0.59
1.36–2.28 s: Effort Grunt 47%, Other / rare burst 9%, Frustrated Groan 6% · onset 0.50
1.44–2.52 s: Effort Grunt 66%, Other / rare burst 7%, Frustrated Groan 5% · onset 0.57
1.50–2.36 s: Effort Grunt 63%, Other / rare burst 6%, Frustrated Groan 5% · onset 0.77
1.56–2.54 s: Effort Grunt 71%, Other / rare burst 6%, Displeased Grunt 5% · onset 0.63
1.62–2.50 s: Effort Grunt 74%, Displeased Grunt 5%, Other / rare burst 5% · onset 0.86
1.74–2.58 s: Effort Grunt 78%, Displeased Grunt 5%, Other / rare burst 4% · onset 0.81
1.80–2.60 s: Effort Grunt 80%, Displeased Grunt 5%, Frustrated Groan 3% · onset 0.65
1.86–2.60 s: Effort Grunt 81%, Displeased Grunt 5%, Frustrated Groan 3% · onset 0.71
1.98–2.64 s: Effort Grunt 83%, Displeased Grunt 6%, Frustrated Groan 2% · onset 0.82
2.08–2.82 s: Effort Grunt 78%, Other / rare burst 5%, Displeased Grunt 4% · onset 0.62
2.22–2.88 s: Effort Grunt 69%, Other / rare burst 9%, Displeased Grunt 4% · onset 0.56
2.46–3.32 s: Effort Grunt 32%, Other / rare burst 27%, Breath 7% · onset 0.72
2.56–3.52 s: Other / rare burst 38%, Effort Grunt 19%, Breath 10% · onset 0.65
2.68–3.44 s: Other / rare burst 34%, Effort Grunt 20%, Breath 10% · onset 0.67
2.74–3.66 s: Other / rare burst 39%, Effort Grunt 23%, Exhausted Groan 6% · onset 0.67
2.82–3.74 s: Effort Grunt 31%, Other / rare burst 30%, Exhausted Groan 8% · onset 0.61
2.88–3.80 s: Effort Grunt 36%, Other / rare burst 25%, Exhausted Groan 9% · onset 0.83
2.94–3.54 s: Other / rare burst 40%, Effort Grunt 13%, Breath 10% · onset 0.90
3.00–3.86 s: Effort Grunt 42%, Other / rare burst 20%, Exhausted Groan 10% · onset 0.71
3.18–3.94 s: Effort Grunt 55%, Other / rare burst 12%, Frustrated Groan 8% · onset 0.68
3.26–4.08 s: Effort Grunt 61%, Other / rare burst 10%, Frustrated Groan 9% · onset 0.62
3.64–4.28 s: Effort Grunt 78%, Frustrated Groan 6%, Exhausted Groan 4% · onset 0.53
3.70–4.30 s: Effort Grunt 75%, Frustrated Groan 6%, Exhausted Groan 4% · onset 0.56

Frame-positive regions: 1 · CPS 0.18 · Orange timbre cosine 0.837 · identity cosine 0.758

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

Target	Base raw	Base z	Medium raw	Medium z
`emo_Affection`	0.06	0.10	0.03	0.04
`emo_Amusement`	0.17	0.19	0.09	0.11
`emo_Anger`	0.27	0.43	0.19	0.30
`emo_Astonishment_Surprise`	0.27	0.46	0.21	0.36
`emo_Awe`	0.02	0.04	-0.04	-0.10
`emo_Bitterness`	0.05	0.08	0.12	0.25
`emo_Concentration`	0.64	0.00	0.64	0.00
`emo_Confusion`	0.20	0.36	0.12	0.21
`emo_Contemplation`	0.14	0.09	0.16	0.12
`emo_Contempt`	-0.02	-0.03	0.05	0.11
`emo_Contentment`	0.09	0.17	0.11	0.22
`emo_Disappointment`	0.29	0.42	0.31	0.45
`emo_Disgust`	0.12	0.24	0.08	0.15
`emo_Distress`	2.09	2.55	1.88	2.28
`emo_Doubt`	0.14	0.28	0.11	0.22
`emo_Elation`	0.14	0.17	0.08	0.10
`emo_Embarrassment`	0.02	-0.04	0.03	-0.04
`emo_Emotional_Numbness`	0.12	0.13	0.08	0.08
`emo_Fatigue_Exhaustion`	2.37	4.35	2.94	5.40
`emo_Fear`	0.50	0.80	0.23	0.36
`emo_Helplessness`	1.50	2.17	1.48	2.14
`emo_Hope_Enthusiasm_Optimism`	0.15	0.05	0.07	-0.06
`emo_Impatience_and_Irritability`	0.75	0.85	0.80	0.93
`emo_Infatuation`	0.06	0.13	0.04	0.10
`emo_Interest`	0.55	-1.15	0.43	-1.28
`emo_Intoxication_Altered_States_of_Consciousness`	0.17	0.35	0.15	0.32
`emo_Jealousy_and_Envy`	0.00	-0.13	0.00	-0.13
`emo_Longing`	0.05	-0.06	0.08	-0.01
`emo_Malevolence_Malice`	0.06	0.01	0.02	-0.07
`emo_Pain`	1.90	3.29	1.75	3.02
`emo_Pleasure_Ecstasy`	0.10	0.13	0.11	0.16
`emo_Pride`	0.08	0.15	0.02	0.04
`emo_Relief`	0.12	0.13	0.17	0.20
`emo_Sadness`	0.31	0.41	0.18	0.24
`emo_Sexual_Lust`	0.02	-0.03	0.05	0.04
`emo_Shame`	0.01	-0.00	0.02	0.02
`emo_Sourness`	0.13	0.31	0.15	0.34
`emo_Teasing`	0.14	0.26	0.11	0.20
`emo_Thankfulness_Gratitude`	0.07	0.04	-0.01	-0.07
`emo_Triumph`	0.09	0.19	0.04	0.10
`vn_AGEV_reg`	2.74	-0.19	2.91	-0.06
`vn_AROU_reg`	3.94	1.38	4.41	1.79
`vn_ARSH_reg`	3.61	1.19	3.18	0.70
`vn_ATCK_reg`	4.10	1.50	4.57	1.86
`vn_BKGN_reg`	3.69	1.30	3.65	1.24
`vn_BRGT_reg`	2.87	1.08	2.85	1.06
`vn_CHNK_reg`	0.70	-0.93	1.05	-0.64
`vn_CLRT_reg`	1.21	-0.85	1.49	-0.55
`vn_COGL_reg`	1.38	-0.67	1.21	-0.84
`vn_DARC_reg`	3.83	1.60	3.93	1.68
`vn_DFLU_reg`	1.03	-1.23	0.90	-1.35
`vn_EMPH_reg`	3.53	0.60	3.70	0.72
`vn_ESTH_reg`	1.70	-0.90	1.72	-0.87
`vn_EXPL_reg`	0.13	0.15	0.03	-0.18
`vn_FOCS_reg`	2.88	0.49	2.82	0.43
`vn_FULL_reg`	2.83	1.18	3.03	1.41
`vn_GEND_reg`	2.90	-0.72	3.30	-0.48
`vn_HARM_reg`	2.10	-0.46	1.94	-0.65
`vn_METL_reg`	2.13	0.53	2.15	0.55
`vn_RANG_reg`	3.07	0.18	3.11	0.22
`vn_RCQL_reg`	3.44	0.77	3.50	0.84
`vn_REGS_reg`	2.67	1.16	2.59	1.10
`vn_RESP_reg`	4.43	1.66	4.18	1.42
`vn_ROUG_reg`	3.92	2.12	4.03	2.25
`vn_R_CHST_reg`	2.15	0.02	2.22	0.10
`vn_R_HEAD_reg`	1.94	-0.25	1.64	-0.61
`vn_R_MASK_reg`	1.86	-0.05	1.44	-0.47
`vn_R_MIXD_reg`	2.11	0.80	2.15	0.85
`vn_R_NASL_reg`	2.14	-0.62	2.01	-0.75
`vn_R_ORAL_reg`	2.75	0.76	2.82	0.86
`vn_R_THRT_reg`	3.97	2.37	4.54	3.08
`vn_SMTH_reg`	1.70	-0.40	1.41	-0.67
`vn_STNC_reg`	2.29	-0.30	2.36	-0.24
`vn_STRU_reg`	0.84	-1.35	0.92	-1.27
`vn_S_ASMR_reg`	0.34	-0.73	1.06	-0.22
`vn_S_AUTH_reg`	0.79	-0.29	1.10	0.02
`vn_S_CART_reg`	1.80	0.17	2.37	0.58
`vn_S_CASU_reg`	2.81	-0.77	2.34	-1.13
`vn_S_CONV_reg`	1.29	-0.99	1.19	-1.07
`vn_S_DRAM_reg`	3.83	0.97	3.79	0.93
`vn_S_FORM_reg`	-0.01	-1.19	0.15	-1.02
`vn_S_MONO_reg`	3.06	0.19	2.77	-0.04
`vn_S_NARR_reg`	-0.48	-1.23	-0.24	-1.07
`vn_S_NEWS_reg`	0.07	-0.59	0.28	-0.23
`vn_S_PLAY_reg`	0.64	-1.30	1.09	-0.96
`vn_S_RANT_reg`	1.23	0.02	0.71	-0.39
`vn_S_STRY_reg`	-0.03	-1.84	-0.38	-2.09
`vn_S_TECH_reg`	0.39	-0.21	0.48	-0.14
`vn_S_WHIS_reg`	0.61	-0.61	0.73	-0.54
`vn_TEMP_reg`	2.55	0.36	2.67	0.46
`vn_TENS_reg`	4.14	3.03	4.73	3.72
`vn_VALN_reg`	0.84	-1.33	1.04	-1.15
`vn_VALS_reg`	2.23	-0.27	2.43	-0.08
`vn_VFLX_reg`	3.38	0.93	3.54	1.06
`vn_VOLT_reg`	3.04	0.51	3.07	0.54
`vn_VULN_reg`	3.95	1.33	3.80	1.17
`vn_WARM_reg`	2.06	-0.57	2.14	-0.48
`genuineness_0_6`	3.97	1.01	3.73	0.86
`blend_0_10`	7.94	0.46	7.75	0.39
`R_quality`	0.70	-1.16	0.63	-1.38
`eiv_extra:Age`	1.72	-5.20	2.34	-3.10
`eiv_extra:Arousal`	2.38	2.50	2.46	2.70
`eiv_extra:Authenticity`	2.79	0.79	2.77	0.67
`eiv_extra:Background_Noise`	0.71	-0.35	0.68	-0.49
`eiv_extra:Confident_vs._Hesitant`	2.06	3.36	2.06	3.36
`eiv_extra:Gender`	0.23	0.85	-0.18	0.44
`eiv_extra:High-Pitched_vs._Low-Pitched`	1.09	-2.95	1.28	-2.17
`eiv_extra:Monotone_vs._Expressive`	1.64	-0.46	1.71	-0.32
`eiv_extra:Recording_Quality`	1.48	-1.99	1.41	-2.20
`eiv_extra:Serious_vs._Humorous`	0.40	-1.56	0.52	-1.21
`eiv_extra:Soft_vs._Harsh`	0.61	1.02	0.74	1.43
`eiv_extra:Submissive_vs._Dominant`	-0.14	-1.60	-0.15	-1.61
`eiv_extra:Valence`	-0.70	-1.86	-0.64	-1.69
`eiv_extra:Vulnerable_vs._Emotionally_Detached`	0.45	-2.88	0.47	-2.85
`eiv_extra:Warm_vs._Cold`	-0.39	-1.45	-0.24	-0.97
`eiv_extra:score_background_quality`	3.61	0.45	3.69	0.57
`eiv_extra:score_content_enjoyment`	3.80	-2.32	3.86	-2.15
`eiv_extra:score_overall_quality`	2.63	-0.04	2.58	-0.15
`eiv_extra:score_speech_quality`	1.86	0.38	1.95	0.97
`audiobox:CE`	4.30	-0.49	4.21	-0.58
`audiobox:CU`	6.55	0.90	6.79	1.14
`audiobox:PC`	1.68	-0.40	1.74	-0.36
`audiobox:PQ`	7.82	0.88	7.97	1.05
`dnsmos:SIG_raw`	3.46	-0.65	3.49	-0.62
`dnsmos:BAK_raw`	4.49	1.14	4.35	1.01
`dnsmos:OVRL_raw`	3.41	0.40	3.32	0.29
`dnsmos:SIG`	3.19	-0.59	3.20	-0.58
`dnsmos:BAK`	4.25	0.93	4.15	0.82
`dnsmos:OVRL`	3.03	0.32	2.96	0.20
`dnsmos:P808_MOS`	3.15	-0.55	3.05	-0.74
`burst_count_log1p`	1.48	2.28	1.29	2.00
`voiceclap_attribute:Affection`	-0.15	-1.97	-0.07	-1.83
`voiceclap_attribute:Age`	2.38	-1.54	2.21	-1.86
`voiceclap_attribute:Amusement`	0.40	0.02	0.38	-0.02
`voiceclap_attribute:Anger`	0.41	-1.14	0.09	-1.79
`voiceclap_attribute:Arousal`	1.90	0.78	2.05	1.01
`voiceclap_attribute:Astonishment_Surprise`	0.89	0.80	0.57	0.13
`voiceclap_attribute:Authenticity`	2.92	0.87	2.89	0.73
`voiceclap_attribute:Awe`	0.00	-2.06	-0.24	-3.01
`voiceclap_attribute:Background_Noise`	0.55	-0.06	0.59	0.08
`voiceclap_attribute:Bitterness`	0.20	-1.67	0.07	-2.20
`voiceclap_attribute:Concentration`	0.34	-1.65	0.31	-1.70
`voiceclap_attribute:Confident_vs._Hesitant`	1.55	1.02	1.53	0.98
`voiceclap_attribute:Confusion`	0.29	-1.05	0.19	-1.34
`voiceclap_attribute:Contemplation`	0.11	-1.66	0.01	-1.90
`voiceclap_attribute:Contempt`	0.02	-2.04	-0.06	-2.27
`voiceclap_attribute:Contentment`	-0.01	-1.96	0.06	-1.72
`voiceclap_attribute:Disappointment`	0.48	-0.97	0.50	-0.90
`voiceclap_attribute:Disgust`	0.16	-2.25	0.10	-2.55
`voiceclap_attribute:Distress`	1.65	2.06	1.85	2.64
`voiceclap_attribute:Doubt`	0.36	-0.92	0.33	-1.11
`voiceclap_attribute:Elation`	0.08	-1.15	0.11	-1.08
`voiceclap_attribute:Embarrassment`	-0.01	-1.00	-0.12	-1.36
`voiceclap_attribute:Emotional_Numbness`	-0.02	-2.56	0.13	-2.00
`voiceclap_attribute:Fatigue_Exhaustion`	1.41	3.62	1.79	5.10
`voiceclap_attribute:Fear`	0.34	-1.30	0.48	-0.67
`voiceclap_attribute:Gender`	0.62	0.77	0.16	0.30
`voiceclap_attribute:Helplessness`	1.30	2.40	1.38	2.70
`voiceclap_attribute:High-Pitched_vs._Low-Pitched`	1.11	-1.95	1.15	-1.83
`voiceclap_attribute:Hope_Enthusiasm_Optimism`	0.05	-1.64	-0.00	-1.79
`voiceclap_attribute:Impatience_and_Irritability`	0.77	-0.53	0.43	-1.16
`voiceclap_attribute:Infatuation`	-0.11	-2.15	-0.27	-2.65
`voiceclap_attribute:Interest`	0.12	-3.37	0.07	-3.46
`voiceclap_attribute:Intoxication_Altered_States_of_Consciousness`	-0.02	-1.12	-0.01	-1.10
`voiceclap_attribute:Jealousy_&_Envy`	-0.00	-2.15	-0.03	-2.26
`voiceclap_attribute:Longing`	-0.05	-2.67	-0.11	-2.96
`voiceclap_attribute:Malevolence_Malice`	0.01	-2.39	-0.09	-2.67
`voiceclap_attribute:Monotone_vs._Expressive`	1.66	-0.19	1.78	0.00
`voiceclap_attribute:Pain`	0.90	2.37	0.95	2.62
`voiceclap_attribute:Pleasure_Ecstasy`	-0.10	-1.99	0.03	-1.58
`voiceclap_attribute:Pride`	-0.06	-2.40	-0.08	-2.46
`voiceclap_attribute:Recording_Quality`	1.79	-1.60	1.78	-1.64
`voiceclap_attribute:Relief`	-0.06	-2.62	0.16	-2.09
`voiceclap_attribute:Sadness`	0.58	-0.55	0.60	-0.50
`voiceclap_attribute:Serious_vs._Humorous`	1.05	0.44	0.98	0.32
`voiceclap_attribute:Sexual_Lust`	-0.17	-1.93	-0.28	-2.19
`voiceclap_attribute:Shame`	0.01	-1.84	-0.09	-2.17
`voiceclap_attribute:Soft_vs._Harsh`	0.58	1.18	0.64	1.33
`voiceclap_attribute:Sourness`	0.26	-1.55	0.14	-1.94
`voiceclap_attribute:Submissive_vs._Dominant`	0.25	-1.04	0.29	-0.92
`voiceclap_attribute:Teasing`	0.14	-1.06	-0.02	-1.48
`voiceclap_attribute:Thankfulness_Gratitude`	0.01	-2.59	0.08	-2.47
`voiceclap_attribute:Triumph`	-0.03	-2.06	-0.01	-2.03
`voiceclap_attribute:Valence`	-0.73	-1.14	-0.61	-0.95
`voiceclap_attribute:Vulnerable_vs._Emotionally_Detached`	0.40	-2.22	0.30	-2.41
`voiceclap_attribute:Warm_vs._Cold`	0.14	0.52	-0.06	0.01
`voiceclap_attribute:duration`	5.10	-0.91	4.71	-0.98
`voiceclap_attribute:score_background_quality`	3.23	-0.03	3.53	0.57
`voiceclap_attribute:score_content_enjoyment`	4.47	-1.29	4.48	-1.18
`voiceclap_attribute:score_overall_quality`	2.27	-0.88	2.36	-0.66
`voiceclap_attribute:score_speech_quality`	2.04	2.15	2.01	1.78
`voiceclap_attribute:talking_speed`	3.24	-1.54	2.50	-1.74

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