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Hung-yi Lee 李宏毅 - 國立臺灣大學

Hung-yi Lee 1 Sophisticated Input Input is a vector Input is a set of vectorsModelScalar or ClassModelScalars or Classes(may change length)2 Vector Set as Input this is a cat dogcatrabbitjumprunflowertreeapple = [ 1 0 0 0 0 .. ]bag = [ 0 1 0 0 0 .. ]cat = [ 0 0 1 0 0 .. ]dog = [ 0 0 0 1 0 .. ]elephant = [ 0 0 0 0 1 .. ]One-hot EncodingWord EmbeddingTo learn more: (in Mandarin)3 Vector Set as Input 10ms25ms400 sample points (16 KHz)39-dim MFCC80-dim filter bank outputframe1s 100 frames4 Vector Set as Input Graph is also a set of vectors (consider each nodeas a vector) profile is a vector5 Vector Set as Input Graph is also a set of vectors (consider each nodeas a vector) vectorH = [ 1 0 0 0 0.]

Vector Set as Input 10ms 25ms 400 sample points (16KHz) 39-dim MFCC 80-dim filter bank output frame 1s →100 frames 4

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