An Improved Speech Segmentation and Clustering Algorithm Based on SOM and K-Means

Table 2

K-means speaker clustering results with improper initial values.

Laber	1	2	3	4	5	6	7	8	9	10
Categories	a	a	b	b×	b	a	b×	a	a	b
Laber	11	12	13	14	15	16	17	18	19	20
Categories	a	b×	b×	c	c	b×	b	b	a	b×
Laber	21	22	23	24	25	26	27	28	29	30
Categories	b×	b	a	a	a	a	b	a	a	a
Laber	31	32	33	34	35	36	37	38	39	40
Categories	a	a	b	b×	b×	c	c	b×	b×	b
Laber	41	42	43	44	45	46	47	48	49	50
Categories	a	a	a	c×	b	b	c×	b	b×	c×
Laber	51	52	53	54	55	56	57	58	59	60
Categories	c×	b	b×	c×	a	b×	b×	a	c×	c×
Laber	61	62	63	64	65	66	67	68	69	70
Categories	b×	b×	b×	b	b	b	c×	c×	c×	c×
Laber	71	72	73	74	75	76	77	78	79	80
Categories	b×	b×	b×	b×	b×	a	ca	a×	b×	b×
Laber	81	82	83	84	85	86	87	88	89	90
Categories	a	b×	b×	b	b×	b×	c×	c×	a	c×
Laber	91	92	93	94	95	96
Categories	a	b	a	c×	c×	a