[english][all](½Ðª`·N¡G¤¤¤åª©¥»¨Ã¥¼ÀH^¤åª©¥»¦P¨B§ó·s¡I)
¦b¤£¤Áµ²Åªº±¡ªp¤U¡A³Ì²³æªº¿ëÃѤèªk¡A´N¬O½u©Ê¦ùÁY¡]Linear Scaling¡^¡A¬yµ{¦p¤U¡G
- ¨Ï¥Î¤º®tªk¡A±N¨Ï¥ÎªÌ¿é¤Jªºµ°ª¦V¶q¶i¦æ½u©Ê©Ôªø©ÎÀ£ÁY¡A¨Ò¦p¦ùÁY¤ñ¨Ò¥i¥H¬O±q 0.5 ¨ì 2.0¡A¸õ¶Z¬O 0.1¡A¦@¥Í¥X 16 Óª©¥»¡C
- ±N³o16Óª©¥»©M¸ê®Æ®w¤¤ªº¨C¤@ººq¦±¶i¦æ¤ñ¹ï¡A±o¨ì16Ó¶ZÂ÷¡A¨ä¤¤ªº³Ì¤pÈ¡A§Y¬O¿é¤J¦V¶q©M¦¹ººqªº¶ZÂ÷¡C
- ¹ï©Ò¦³¸ê®Æ®wºq¦±¶i¦æ¤ñ¹ï¡A³Ìµu¶ZÂ÷ªÌ¡A§Y¬O¨Ï¥ÎªÌ©Ò°Ûªººq¡C
¤U±¬O¤@Ó½u©Ê¦ùÁYªº¥Ü·N¹Ï¡A¦@¦ùÁY¤¦¸¡A·í¦ùÁY¤ñ¨Ò¬O 1.5 ®É¡A¥i¥H¹F¨ì³Ì¨Îªº¤ñ¹ï®ÄªG¡G
¦b¹ê°µ¤W¡AÁÙ¦³¤U¦C²Ó¸`n¦Ò¼{¡G
- ¤º®tªkªº¿ï¥Î¡G¥i¥H¨Ï¥Î²³æªº½u©Ê¤º®t¡C
- ¶ZÂ÷ªº¿ï¾Ü¡G³q±`§Ų́ϥΠL1 norm¡A¤]´N¬Opºâ¨CÓ¹ïÀ³¤¸¯Àµ´¹ï®tȪº©M¡A©Î¬O¨Ï¥Î L2 norm¡A¤SºÙ¬°¼Ú°ò²z¼w¶ZÂ÷¡A¤]´N¬Opºâ¨CÓ¹ïÀ³¤¸¯À®tȪº¥¤è©M¡A¦A¶}¥¤è¡A¦ý¦b¹ê°µ¤W¡A§Ú̳q±`¥u¦b¤ñ¸û¶ZÂ÷ªº¤j¤p¡A¦]¦¹±`±`¬Ù²¤¶}¥¤èªº°Ê§@¡A¥H¸`¬Ùpºâ¡C
- ¶ZÂ÷ªº¥¿³W¤Æ¡G§ÚÌ·|±NÁ`¶ZÂ÷°£¥HÂI¼Æ¡A±o¨ì¥¿³W¤Æªº¶ZÂ÷¡A¥H®ø°£¦]¦ùÁY³y¦¨ÂI¼Æ¤£¦P©Ò±a¨Óªº¼vÅT¡C
- µ°ªªº®Õ¥¿¡G¨C¤@Ó¤H°Ûºqªºkey¤£¦P¡]³q±`¤k¥Íªºkey¤ñ¸û°ª¡A¨k¥Íªºkey¤ñ¸û§C¡^¡A¦]¦¹¦b¶i¦æ¤ñ¹ï¤§«e¡An¥ý¶i¦æ®Õ¥¿¡C¤@¯ë¦Ó¨¥¡A®Õ¥¿ªº¥Øªº¬On¹F¨ì¨âÓ¦V¶q¤§¶¡¶ZÂ÷ªº³Ì¤pÈ¡A¦]¦¹¹ï©ó¤£¦Pªº¶ZÂ÷pºâ¤è¦¡¡A§ÚÌ´N¦³¤£¦Pªº®Õ¥¿ªk«h¡G
- Y¨Ï¥Î L1 norm¡A§ÚÌ¥i¥H±Ä¥Î¡u¤¤¦ì¼Æ®Õ¥¿¡v¡A¥ç§Y±N¿é¤J¦V¶qªº¤¤¦ì¼Æ®Õ¥¿¦¨¹ïÀ³¸ê®Æ®w¦V¶qªº¤¤¦ì¼Æ¡C
- Y¨Ï¥Î L2 norm¡A§ÚÌ¥i¥H±Ä¥Î¡u¥§¡È®Õ¥¿¡v¡A¥ç§Y±N¿é¤J¦V¶qªº¥§¡È®Õ¥¿¦¨¹ïÀ³¸ê®Æ®w¦V¶qªº¥§¡È¡C
- ¹ï©ó¥ð¤î²Åªº³B²z¡G¬°¤F«O«ùµ²Åªº¯S©Ê¡A§Ú̳q±`·|±N¥ð¤î²Å¡]¥]§t¨Ï¥ÎªÌªº¿é¤J©M¸ê®Æ®wªººq¦±¡^¥N´«¦¨«e¤@Óµ¡C
½u©Ê¦ùÁY¥Î©ó±Û«ß¿ëÃѪº¯S©Ê¡A¥i¥H»¡©ú¦p¤U¡G
- ¦pªG¨Ï¥ÎªÌó°ÛªººqÁn¤£¬O©¿§Ö©¿ºC¡A¨º»ò½u©Ê¦ùÁY³£¥i¥H¹F¨ì¤£¿ùªº¿ëÃѮĪG¡C
- ½u©Ê¦ùÁY¥i¥H¨Ï¥Î¡u¤@¦¸¨ì¦ì¡vªºµ°ª®Õ¥¿¡A©Ò¥H¦bpºâ¤W¤ñ¸û²³æ¡C¡]¬Û¹ï¦Ó¨¥¡ADTW µLªk¨Ï¥Î¡u¤@¦¸¨ì¦ì¡vªºµ°ª®Õ¥¿¡A©Ò¥H¦bpºâ¤W·|¤ñ¸ûÁc½Æ¡C¡^
¥H¤U¬O¨Ï¥Î¯u¹êµ°ª¦V¶qªº½d¨Ò¡G
¤U¦C½d¨Ò±Ä¥Î¨âºØ¶ZÂ÷¨ç¼Æ L1-norm ©M L2-norm ¨Ó¶i¦æ LS¡A©Ò±o¨ìªºµ²ªG«Ü±µªñ¡G
Audio Signal Processing and Recognition (µ°T³B²z»P¿ëÃÑ)