Turkish Music Emotion

Four different classes of music emotions in dataset: happy, sad, angry, relax.

@kaggle.joebeachcapital_turkish_music_emotion

Table List

1 table(132.74 KB)

Acoustic Features

@kaggle.joebeachcapital_turkish_music_emotion.acoustic_features

132.74 KB
400 rows
51 columns

class Class	n__rmsenergy_mean RMSenergy Mean	n__lowenergy_mean Lowenergy Mean	n__fluctuation_mean Fluctuation Mean	n__tempo_mean Tempo Mean	n__mfcc_mean_1 MFCC Mean 1	n__mfcc_mean_2 MFCC Mean 2	n__mfcc_mean_3 MFCC Mean 3	n__mfcc_mean_4 MFCC Mean 4	n__mfcc_mean_5 MFCC Mean 5	n__mfcc_mean_6 MFCC Mean 6	n__mfcc_mean_7 MFCC Mean 7	n__mfcc_mean_8 MFCC Mean 8	n__mfcc_mean_9 MFCC Mean 9	n__mfcc_mean_10 MFCC Mean 10	n__mfcc_mean_11 MFCC Mean 11	n__mfcc_mean_12 MFCC Mean 12	n__mfcc_mean_13 MFCC Mean 13	n__roughness_mean Roughness Mean	n__roughness_slope Roughness Slope	n__zero_crossingrate_mean Zero-crossingrate Mean	n__attacktime_mean AttackTime Mean	n__attacktime_slope AttackTime Slope	n__rolloff_mean Rolloff Mean	n__eventdensity_mean Eventdensity Mean	n__pulseclarity_mean Pulseclarity Mean	n__brightness_mean Brightness Mean	n__spectralcentroid_mean Spectralcentroid Mean	n__spectralspread_mean Spectralspread Mean	n__spectralskewness_mean Spectralskewness Mean	n__spectralkurtosis_mean Spectralkurtosis Mean	n__spectralflatness_mean Spectralflatness Mean	n__entropyofspectrum_mean EntropyofSpectrum Mean	n__chromagram_mean_1 Chromagram Mean 1	n__chromagram_mean_2 Chromagram Mean 2	n__chromagram_mean_3 Chromagram Mean 3	n__chromagram_mean_4 Chromagram Mean 4	n__chromagram_mean_5 Chromagram Mean 5	n__chromagram_mean_6 Chromagram Mean 6	n__chromagram_mean_7 Chromagram Mean 7	n__chromagram_mean_8 Chromagram Mean 8	n__chromagram_mean_9 Chromagram Mean 9	n__chromagram_mean_10 Chromagram Mean 10	n__chromagram_mean_11 Chromagram Mean 11	n__chromagram_mean_12 Chromagram Mean 12	n__harmonicchangedetectionfunction_mean HarmonicChangeDetectionFunction Mean	n__harmonicchangedetectionfunction_std HarmonicChangeDetectionFunction Std	n__harmonicchangedetectionfunction_slope HarmonicChangeDetectionFunction Slope	n__harmonicchangedetectionfunction_periodfreq HarmonicChangeDetectionFunction PeriodFreq	n__harmonicchangedetectionfunction_periodamp HarmonicChangeDetectionFunction PeriodAmp	n__harmonicchangedetectionfunction_periodentropy HarmonicChangeDetectionFunction PeriodEntropy
relax	0.052	0.591	9.136	130.043	3.997	0.363	0.887	0.078	0.221	0.118	-0.151	-0.131	0.129	0.154	0.274	0.232	0.246	51.542	0.325	403.129	0.028	-0.014	1844.664	1.336	0.082	0.173	1121.368	1970.389	3.621	18.037	0.03	0.806	0.496		0.047	0.03	0.314	0.038	0.024	0.951	0.426	1	0.008	0.101	0.316	0.261	0.018	1.035	0.593	0.97
relax	0.125	0.439	6.68	142.24	4.058	0.516	0.785	0.397	0.556	0.799	-0.403	-0.264	-0.057	0.288	0.309	0.049	0.027	336.839	0.366	204.886	0.015	-0.079	1181.067	1.336	0.051	0.117	896.047	1959.622	4.134	21.99	0.025	0.765		0.142	0.137	0.076	0.112		0.12		0.002	1		0.984	0.285	0.211	-0.082	3.364	0.702	0.967
relax	0.046	0.639	10.578	188.154	2.775	0.903	0.502	0.329	0.287	0.14	-0.246	0.025	-0.112	-0.422	0.018	0.179	0.138	39.864	0.224	685.474	0.033	-0.278	10778.651	1.336	0.299	0.496	4181.11	4716.084	0.902	2.366	0.091	0.897	0.412	0.245	0.526	0.095	0.519	0.001	0.563	0.282	0.184	0.746	0.016	1	0.413	0.299	0.134	1.682	0.692	0.963
relax	0.135	0.603	10.442	65.991	2.841	1.552	0.612	0.351	0.011	0.143	0.047	0.242	0.018	0.168	0.141	0.245	0.146	353.744	0.215	579.859	0.029	-0.076	6745.549	2.105	0.121	0.319	2492.422	3744.719	1.689	4.78	0.053	0.84	0.307	0.278	0.281	0.208	0.733	0.002	0.276	0.436	0.038	1	0.161	0.757	0.422	0.265	0.042	0.354	0.743	0.968
relax	0.066	0.591	9.769	88.89	3.217	0.228	0.814	0.096	0.434	0.285	0.104	0.013	-0.235	-0.207	-0.276	-0.294	-0.19	46.884	-0.118	430.536	0.04	-0.282	3328.373	1.37	0.208	0.279	1776.484	2842.952	2.739	10.627	0.046	0.83	0.091		0.022	0.396	0.011		0.135	0.635	0.004	0.404	1	0.001	0.345	0.261	0.089	0.748	0.674	0.957
relax	0.137	0.51	7.664	116.044	2.313	-0.082	0.365	0.033	-0.136	-0.579	-0.138	-0.033	-0.018	0.368	0.117	0.01	-0.02	249.382	0.04	799.914	0.047	-0.05	5092.687	0.936	0.164	0.437	2393.32	3077.051	1.961	6.525	0.052	0.864	0.09	0.009	1			0.455		0.875	0.064	0.391	0.102		0.28	0.24	0.355	1.682	0.662	0.958
relax	0.123	0.533	7.483	136.444	4.572	1.171	0.939	0.358	0.024	0.201	0.115	0.032	-0.088	-0.288	-0.012	-0.332	-0.17	336.252	0.272	323.755	0.052	-0.208	887.151	1.303	0.157	0.102	879.009	1848.369	4.684	27.344	0.023	0.744	0.085	0.007			0.471		0.137	0.042		1		0.143	0.21	0.174	0.193	2.691	0.691	0.966
relax	0.103	0.575	7.006	141.132	3.495	0.553	0.275	0.269	0.257	0.544	-0.002	-0.084	0.009	0.202	-0.101	-0.091	-0.073	293.372	0.345	478.257	0.021	0.089	8089.629	2.071	0.123	0.328	2744.737	3953.714	1.528	3.917	0.055	0.856	0.238	0.929	0.298		0.227		0.359		0.128	1	0.03	0.746	0.366	0.267	-0.061	0.585	0.711	0.965
relax	0.145	0.542	6.846	82.048	4.01	0.55	0.568	0.559	0.218	-0.029	-0.196	-0.187	0.052	-0.177	0.21	-0.025	0.277	737.908	0.38	402.43	0.022	-0.113	1584.352	1.704	0.163	0.157	1030.099	1644.135	3.287	15.264	0.011	0.775	0.563		1			0.159		0.532		0.15	0.91		0.322	0.21	0.031	0.408	0.796	0.97
relax	0.129	0.618	8.668	93.02	2.318	0.744	0.537	-0.116	0.119	0.069	0.147	-0.027	-0.139	0.124	0.009	0.031	0.012	215.057	0.185	826.605	0.037	-0.093	6396.896	1.27	0.223	0.408	2652.137	3525.056	1.6	4.705	0.049	0.876	0.497		0.085	0.465		0.511		1	0.127	0.018	0.385		0.388	0.34	0.122	1.682	0.627	0.965


CREATE TABLE acoustic_features (
  "class" VARCHAR,
  "n__rmsenergy_mean" DOUBLE,
  "n__lowenergy_mean" DOUBLE,
  "n__fluctuation_mean" DOUBLE,
  "n__tempo_mean" DOUBLE,
  "n__mfcc_mean_1" DOUBLE,
  "n__mfcc_mean_2" DOUBLE,
  "n__mfcc_mean_3" DOUBLE,
  "n__mfcc_mean_4" DOUBLE,
  "n__mfcc_mean_5" DOUBLE,
  "n__mfcc_mean_6" DOUBLE,
  "n__mfcc_mean_7" DOUBLE,
  "n__mfcc_mean_8" DOUBLE,
  "n__mfcc_mean_9" DOUBLE,
  "n__mfcc_mean_10" DOUBLE,
  "n__mfcc_mean_11" DOUBLE,
  "n__mfcc_mean_12" DOUBLE,
  "n__mfcc_mean_13" DOUBLE,
  "n__roughness_mean" DOUBLE,
  "n__roughness_slope" DOUBLE,
  "n__zero_crossingrate_mean" DOUBLE,
  "n__attacktime_mean" DOUBLE,
  "n__attacktime_slope" DOUBLE,
  "n__rolloff_mean" DOUBLE,
  "n__eventdensity_mean" DOUBLE,
  "n__pulseclarity_mean" DOUBLE,
  "n__brightness_mean" DOUBLE,
  "n__spectralcentroid_mean" DOUBLE,
  "n__spectralspread_mean" DOUBLE,
  "n__spectralskewness_mean" DOUBLE,
  "n__spectralkurtosis_mean" DOUBLE,
  "n__spectralflatness_mean" DOUBLE,
  "n__entropyofspectrum_mean" DOUBLE,
  "n__chromagram_mean_1" DOUBLE,
  "n__chromagram_mean_2" DOUBLE,
  "n__chromagram_mean_3" DOUBLE,
  "n__chromagram_mean_4" DOUBLE,
  "n__chromagram_mean_5" DOUBLE,
  "n__chromagram_mean_6" DOUBLE,
  "n__chromagram_mean_7" DOUBLE,
  "n__chromagram_mean_8" DOUBLE,
  "n__chromagram_mean_9" DOUBLE,
  "n__chromagram_mean_10" DOUBLE,
  "n__chromagram_mean_11" DOUBLE,
  "n__chromagram_mean_12" DOUBLE,
  "n__harmonicchangedetectionfunction_mean" DOUBLE,
  "n__harmonicchangedetectionfunction_std" DOUBLE,
  "n__harmonicchangedetectionfunction_slope" DOUBLE,
  "n__harmonicchangedetectionfunction_periodfreq" DOUBLE,
  "n__harmonicchangedetectionfunction_periodamp" DOUBLE,
  "n__harmonicchangedetectionfunction_periodentropy" DOUBLE
);