free syllable decoding 在全文資訊檢索及語句辨識上之應用

Free Syllable Decoding

FSDDemo

syllabletonesyllable411

Free Syllable Decoding411Syllable(Free,)(Syllable)(Decode)

PreprocessingSyllablerecognitionSyllable sequencespeech

HMM(Hidden Markov Model)observation sequence O=(o1,o2,..,oT) HMM =(S,A,B,) P(O| ) ? state sequence q = (q1,q2,, qT) ? =(A,B,) P(O| ) ?

411modelHMMdoG :sil+d d+o o+G G+sil modelstate modelstateTransition Probability State Probability

Viterbi search()sil+dd+oo+GG+sildoGframestatecolumn -INF

Viterbi search(411HMM)framestatecolumn -INFdoGhuajioucolumn -INFcolumn -INFcolumn -INFDecode lst syllableDecode 2nd syllableDecode 3rd syllable

?framecolumnstatestatestatesyllablestatesyllable

?KEEP_NO_JUMP_FRAME_NUM decode syllableBESTJ_THRESHOLDBOUNDARY_FRAME_KEPT decodesyllableframedecode

framestatecolumn -INFdoGhuajiouKEEP_NO_JUMP_FRAME_NUM=14BOUNDARY_FRAME_KEPT=1doGhua, jiou

Data driven3001:-KEEP_NO_JUMP_FRAME_NUM , BOUNDARY_FRAME_KEPT=1, BESTJ_THRESHOLD=0.00532:-BOUNDARY_FRAME_KEPT, KEEP_NO_JUMP_FRAME_NUM=20, BESTJ_THRESHOLD=0.00533:-BESTJ_THRESHOLD, BOUNDARY_FRAME_KEPT=0, KEEP_NO_JUMP_FRAME_NUM=20

1-1(KEEP_NO_JUMP_FRAME_NUM)

Chart5

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60.4895153.40050478.61635292.82051382.49158276.25418161.4678965.80882466.08391670.8259191111

60.83916153.65239379.24528393.07692382.82828376.25418160.55045964.33823566.78321770.8409038889

60.1398653.40050480.50314592.56410382.82828378.92976662.84403766.54411866.43356671.5763757778

61.53846254.91183980.50314592.05128282.15488279.26421463.30275268.01470666.43356672.0194275556

60.83916156.67506382.38993793.58974484.17508481.93979966.97247769.85294168.53146973.885075

62.93706358.18639878.61635294.10256485.52188682.27424768.34862471.32352967.48251774.3103533333

64.33566460.95717982.38993794.10256486.86868783.27759270.64220270.58823568.53146975.7437254444

67.48251760.20151182.38993794.35897487.87878883.27759272.01834972.05882470.97902176.7383903333

72.02797263.22418183.01886894.61538588.21548884.61538573.8532117573.42657378.6663403333

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73.07692363.7279681.13207594.10256488.55218985.95317772.47706475.36764772.37762278.5296912222

72.37762265.74307383.64779994.87179588.88888985.61872973.85321175.73529474.47552479.4679928889

73.77622465.49118482.38993795.12820588.88888984.61538576.14678978.30882472.02797279.6414898889

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78.67132974.30730584.2767394.35897488.55218986.62207477.98165180.51470676.92307782.4675594444

78.67132974.30730584.9056693.58974487.87878885.61872978.44036779.41176577.97202882.310635

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81.11888172.54408185.53459178.46153874.74747584.28093673.39449565.07352979.37062977.1695727778

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80.76923164.98740683.64779968.71794964.64646581.60535163.30275255.14705977.62237871.16071

81.46853159.69773384.2767363.33333359.5959676.92307760.09174352.20588276.22377668.2018627778

80.0699355.66750681.13207558.97435953.87205473.91304355.04587245.95588270.97902163.956638

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kept1582.16783270.78085693.71069295.89743688.88888984.28093687.61467971.82866682.35294178.67132983.6194256

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20

1-2(KEEP_NO_JUMP_FRAME_NUM)

Chart2

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Sheet1


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Sheet2


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20

2-1(BESTJ_THRESHOLD)

Chart1

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Sheet2

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2-2(BESTJ_THRESHOLD)

Chart2

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Sheet1


174.47552465.23929581.13207585.38461575.75757672.24080361.4678974.26470672.37762273.5933451111

275.17482565.99496281.13207586.66666776.09427672.90969961.92660675.36764772.37762274.1827087778

374.82517566.24685181.76100687.17948776.09427674.5819462.38532175.36764772.37762274.5354805556

474.82517566.7506381.76100687.94871876.76767775.58528463.76146875.73529472.72727375.0958361111

575.17482567.25440881.76100688.46153876.76767776.25418164.22018376.10294173.77622475.5303314444

676.22377667.50629783.64779989.23076977.44107777.25752564.67889976.47058874.12587476.286956

776.57342767.75818683.64779989.7435977.77777878.59531865.5963376.10294174.12587476.6579158889

876.92307768.01007684.2767390.2564177.77777877.92642166.05504676.10294173.77622476.7894114444

977.62237868.26196584.2767390.51282178.78787979.26421466.05504676.83823575.17482577.4215658889

1077.62237869.26952185.53459191.02564179.12457979.26421466.97247778.67647175.17482578.0738552222

1177.97202870.02518986.16352291.02564179.12457979.26421467.88990879.04411874.82517578.370486

1278.32167870.27707886.79245391.28205179.7979879.26421468.34862479.41176574.12587478.6246352222

1379.02097970.02518986.16352291.53846281.14478178.92976669.72477179.41176574.12587478.8983454444

1479.37062970.27707885.53459191.79487281.14478179.26421469.26605578.67647173.77622478.789435

1579.7202870.78085686.16352291.53846281.48148179.9331169.26605578.67647174.47552479.1150845556

1680.76923171.53652486.79245391.28205181.81818279.9331169.26605578.30882473.77622479.2758504444

1780.76923171.53652486.79245391.79487282.49158279.9331170.64220278.67647173.42657379.5625575556

1880.0699371.78841386.79245392.05128282.49158279.9331170.64220278.67647173.77622479.5801852222

1980.0699371.78841386.79245392.05128282.49158280.60200771.10091778.67647174.82517579.8220255556

2080.4195870.78085686.79245392.30769282.49158280.60200771.55963379.41176574.47552479.8712324444

2181.11888170.52896785.53459192.30769282.49158281.60535171.55963380.14705974.47552479.9743644444

2281.11888170.78085685.53459192.30769282.49158281.60535172.01834979.77941274.12587479.9736208889

2380.76923171.53652485.53459192.30769283.50168481.93979972.47706479.77941274.12587480.2190967778

2480.76923171.53652485.53459192.82051383.50168482.27424772.9357879.04411874.12587480.2825068889

2580.76923171.53652485.53459193.07692383.50168481.93979972.9357879.41176574.12587480.3146856667

2680.76923170.7808568

free syllable decoding 在全文資訊檢索及語句辨識上之應用

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