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Pengukuran Kemiripan Menggunakan Konsep Jarak pada proses Pengenalan Ucapan Dr. R. Rizal Isnanto, S.T., M.M., M.T. Program Studi Sistem Komputer Universitas Diponegoro Semarang, Indonesia Matakuliah Speech Recognition

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Page 1: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

Pengukuran Kemiripan Menggunakan

Konsep Jarak

pada proses Pengenalan Ucapan

Dr. R. Rizal Isnanto, S.T., M.M., M.T.

Program Studi Sistem Komputer

Universitas Diponegoro

Semarang, Indonesia

Matakuliah Speech Recognition

Page 2: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

Pengukuran Kemiripan

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Page 3: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

Pengukuran Kemiripan

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Page 4: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

Jarak Euclidean

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Page 5: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

Jarak Euclidean Ternormalisasi

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Page 6: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

Jarak Euclidean Ternormalisasi

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Page 7: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

City Block Distance

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Page 8: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

City Block Distance

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Page 9: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

Chebyshev Distance

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Page 10: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

Minkowski Distance

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Page 11: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

Minkowski Distance

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Page 12: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

Minkowski Distance

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Page 13: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

Canberra Distance

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Page 14: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

Bray-Curtis Dissimilarity

(BCD)/Sorensen Distance

Bray-Curtis is a modified Manhattan measurement,

where the summed differences between the variables

are standardised by the summed variables of the

objects. The general equation of the Bray-Curtis

dissimilarity is:

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Page 15: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

Bray-Curtis Similarity (BCS)

In the equation dBCD is the Bray-Curtis dissimilarity

between the objects i and j, k is the index of a variable

and n is the total number of variables y. The Bray-

Curtis similarity dBCS is a slightly modified equation. It

can be directly calculated from the dissimilarity value:

dBCS = 1 – dBCD

In opposite to the dissimilarity approach a dBCS value of

0 means a complete absence of relationships.

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Page 16: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

PR (digabung dengan tugas

menerjemahkan makalah)

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Page 17: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis

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Terima kasih…

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