;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; ;;; ;; ;;; Centre for Speech Technology Research ;; ;;; University of Edinburgh, UK ;; ;;; Copyright (c) 1996 ;; ;;; All Rights Reserved. ;; ;;; ;; ;;; Permission is hereby granted, free of charge, to use and distribute ;; ;;; this software and its documentation without restriction, including ;; ;;; without limitation the rights to use, copy, modify, merge, publish, ;; ;;; distribute, sublicense, and/or sell copies of this work, and to ;; ;;; permit persons to whom this work is furnished to do so, subject to ;; ;;; the following conditions: ;; ;;; 1. The code must retain the above copyright notice, this list of ;; ;;; conditions and the following disclaimer. ;; ;;; 2. Any modifications must be clearly marked as such. ;; ;;; 3. Original authors' names are not deleted. ;; ;;; 4. The authors' names are not used to endorse or promote products ;; ;;; derived from this software without specific prior written ;; ;;; permission. ;; ;;; ;; ;;; THE UNIVERSITY OF EDINBURGH AND THE CONTRIBUTORS TO THIS WORK ;; ;;; DISCLAIM ALL WARRANTIES WITH REGARD TO THIS SOFTWARE, INCLUDING ;; ;;; ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS, IN NO EVENT ;; ;;; SHALL THE UNIVERSITY OF EDINBURGH NOR THE CONTRIBUTORS BE LIABLE ;; ;;; FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES ;; ;;; WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN ;; ;;; AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ;; ;;; ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF ;; ;;; THIS SOFTWARE. ;; ;;; ;; ;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; ;;; ;;; First attempt at a tree to learn durations. Although ;;; it was trained from F2B and the radio phone set should ;;; work for others that are decalred with the same phone ;;; features ;;; ;; in ancient items (not on independent data) ;; RMSE 0.821086 Correlation is 0.573693 Mean (abs) Error 0.612327 (0.547034) ;; on independent test data ;; RMSE 0.8054 Correlation is 0.5327 Mean (abs) Error 0.6073 (0.5290) (set! f2b_duration_cart_tree ' ((name is #) ((emph_sil is +) ((0.0 -0.5)) ((R:Segment.p.R:SylStructure.parent.parent.pbreak is BB) ((0.0 2.0)) ((0.0 0.0)))) ((R:SylStructure.parent.accented is 0) ((R:Segment.p.ph_ctype is 0) ((R:Segment.n.ph_cplace is 0) ((ph_ctype is n) ((R:SylStructure.parent.position_type is initial) ((ph_cplace is a) ((0.675606 -0.068741)) ((0.674321 0.204279))) ((ph_cplace is l) ((0.688993 -0.124997)) ((R:SylStructure.parent.syl_out < 10) ((0.610881 -0.394451)) ((0.664504 -0.603196))))) ((ph_ctype is r) ((lisp_onset_glide is 0) ((R:SylStructure.parent.R:Syllable.n.syl_break is 0) ((0.949991 0.619256)) 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0) ((1.00978 0.366105)) ((0.80682 -0.0827529))) ((R:Segment.n.ph_cplace is a) ((R:Segment.nn.ph_cvox is -) ((1.07097 1.77503)) ((1.14864 1.14754))) ((R:Segment.n.ph_vrnd is -) ((0.883474 0.286471)) ((R:SylStructure.parent.R:Syllable.nn.syl_break is 1) ((1.22264 0.884142)) ((1.03401 0.658192)))))) ((ph_cplace is a) ((R:SylStructure.parent.syl_out < 6.4) ((R:SylStructure.parent.syl_out < 0.6) ((1.07956 0.602849)) ((1.12301 0.0555897))) ((R:SylStructure.parent.R:Syllable.p.stress is 0) ((0.898888 -0.17527)) ((0.940932 0.274301)))) ((1.10093 -0.68098)))) ((R:Segment.n.ph_ctype is s) ((ph_cplace is v) ((0.639932 -1.33353)) ((R:SylStructure.parent.position_type is single) ((R:SylStructure.parent.R:Syllable.n.syl_break is 0) ((lisp_coda_stop is 0) ((0.822882 -0.131692)) ((0.971957 -0.385365))) ((R:Segment.nn.ph_cvox is -) ((1.06611 0.183678)) ((lisp_coda_stop is 0) ((0.967183 0.0925019)) ((0.876026 -0.230108))))) ((ph_ctype is f) ((R:SylStructure.parent.syl_out < 13) ((0.589198 -0.655594)) ((0.476651 -0.926625))) ((R:SylStructure.parent.syl_out < 5) ((0.682936 -0.227662)) ((R:SylStructure.parent.R:Syllable.p.stress is 0) ((R:Segment.nn.ph_cplace is a) ((0.447309 -0.700998)) ((0.626113 -0.468853))) ((0.657893 -0.383607))))))) ((ph_ctype is r) ((R:Segment.nn.ph_cvox is -) ((1.15158 1.15233)) ((R:Segment.n.ph_vrnd is -) ((1.05554 0.533749)) ((0.955478 0.0841894)))) ((ph_ctype is l) ((R:Segment.n.ph_ctype is 0) ((R:Segment.nn.ph_cplace is a) ((0.766431 0.28943)) ((1.48633 1.09574))) ((R:SylStructure.parent.position_type is single) ((1.01777 0.474653)) ((0.545859 -0.402743)))) ((R:SylStructure.parent.syl_out < 4.8) ((R:Segment.n.ph_vc is +) ((ph_ctype is n) ((0.776645 -0.433859)) ((R:SylStructure.parent.R:Syllable.p.stress is 0) ((R:SylStructure.parent.R:Syllable.nn.syl_break is 0) ((0.776179 0.23435)) ((R:SylStructure.parent.parent.word_numsyls < 2.2) ((0.744272 -0.0859672)) ((0.782605 0.115647)))) ((0.626541 -0.167615)))) ((R:Segment.n.seg_onsetcoda is coda) ((1.28499 0.864144)) ((ph_cplace is a) ((0.926103 0.0435837)) ((0.839172 -0.189514))))) ((R:Segment.n.ph_ctype is n) ((R:SylStructure.parent.R:Syllable.n.syl_onsetsize < 0.1) ((0.973489 -0.203415)) ((0.777589 -0.849733))) ((ph_ctype is n) ((R:SylStructure.parent.position_type is initial) ((R:Segment.n.ph_vc is +) ((0.743482 -0.53384)) ((0.619309 -0.0987861))) ((R:SylStructure.parent.R:Syllable.n.syl_onsetsize < 0.2) ((1.15555 0.0786295)) ((1.06689 0.681662)))) ((R:Segment.n.ph_ctype is r) ((R:SylStructure.parent.syl_out < 8.9) ((0.752079 -0.237421)) ((R:SylStructure.parent.R:Syllable.p.stress is 0) ((0.664182 -0.041521)) ((0.772712 0.103499)))) ((R:Segment.n.seg_onsetcoda is coda) ((R:SylStructure.parent.position_type is mid) ((R:SylStructure.parent.parent.word_numsyls < 3.3) ((0.715944 -0.275113)) ((0.675729 0.202848))) ((R:Segment.n.ph_vrnd is -) ((R:SylStructure.parent.syl_out < 8.3) ((ph_ctype is s) ((0.82747 -0.116723)) ((0.689586 -0.303909))) ((R:SylStructure.parent.syl_out < 17.7) ((R:SylStructure.parent.R:Syllable.nn.syl_break is 0) ((0.659686 -0.621268)) ((ph_cplace is a) ((0.861741 -0.285324)) ((0.507102 -0.444082)))) ((0.850664 -0.269084)))) ((R:SylStructure.parent.R:Syllable.nn.syl_break is 0) ((0.878643 -0.255833)) ((0.98882 0.115252))))) ((ph_cplace is a) ((R:SylStructure.parent.syl_out < 13) ((0.850625 -0.289333)) ((0.788154 -0.44844))) ((0.70482 -0.630276)))))))))))) ((R:Segment.p.ph_ctype is l) ((R:SylStructure.parent.position_type is single) ((0.873748 -0.21639)) ((lisp_coda_stop is 0) ((0.71002 0.428132)) ((0.703501 0.015833)))) ((ph_vlng is 0) ((R:Segment.p.ph_ctype is r) ((R:SylStructure.parent.position_type is initial) ((0.907151 -0.494409)) ((ph_ctype is s) ((0.782539 -0.398555)) ((R:Segment.p.ph_cplace is 0) ((0.767435 -0.298857)) ((0.767046 0.151217))))) ((ph_cplace is a) ((R:Segment.n.ph_ctype is r) ((R:SylStructure.parent.R:Syllable.p.stress is 0) ((0.689367 0.0195991)) ((0.64446 -0.256648))) ((R:Segment.n.ph_vc is +) ((ph_ctype is s) ((R:Segment.nn.ph_cvox is +) ((R:SylStructure.parent.R:Syllable.nn.syl_break is 1) ((0.59482 -0.214443)) ((0.745691 0.0292177))) ((0.523103 -0.391245))) ((R:Segment.p.ph_cvox is +) ((R:Segment.p.ph_cplace is a) ((0.524304 -0.428306)) ((0.605117 -0.165604))) ((R:Segment.p.ph_ctype is f) ((0.491251 -0.455353)) ((lisp_coda_stop is 0) ((R:SylStructure.parent.R:Syllable.n.syl_break is 1) ((0.175021 -1.02136)) ((0.264113 -0.976809))) ((R:SylStructure.parent.R:Syllable.n.syl_onsetsize < 0.3) ((0.704803 -0.716976)) ((0.300317 -0.924727))))))) ((ph_ctype is f) ((R:SylStructure.parent.syl_out < 13) ((R:Segment.n.ph_ctype is s) ((0.731994 -0.711044)) ((0.768008 -0.415076))) ((0.691821 -0.803284))) ((R:Segment.nn.ph_cplace is 0) ((R:Segment.n.ph_cplace is a) ((0.569567 -0.993506)) ((0.689849 -0.761696))) ((0.386818 -1.14744)))))) ((R:Segment.p.seg_onsetcoda is coda) ((R:Segment.p.ph_cplace is a) ((0.746337 -0.866206)) ((0.532751 -1.22185))) ((ph_cplace is l) ((0.74942 -0.820648)) ((0.685988 -0.298146)))))) ((0.812766 0.17291)))))) ((R:SylStructure.parent.position_type is mid) ((ph_ctype is r) ((0.577775 -0.54714)) ((R:Segment.n.ph_ctype is f) ((R:SylStructure.parent.R:Syllable.nn.syl_break is 0) ((0.370448 0.00076407)) ((0.460385 0.20631))) ((R:Segment.p.ph_cvox is -) ((ph_vlng is 0) ((0.615959 -0.57434)) ((0.50852 -0.197814))) ((R:Segment.n.ph_ctype is 0) ((1.34281 0.477163)) ((R:SylStructure.parent.R:Syllable.nn.syl_break is 1) ((0.59975 -0.1342)) ((0.640294 -0.32653))))))) ((R:Segment.n.ph_ctype is f) ((R:SylStructure.parent.position_type is initial) ((0.758739 0.311943)) ((R:Segment.n.seg_onsetcoda is coda) ((R:Segment.p.ph_ctype is f) ((1.28746 1.99771)) ((R:Segment.pp.ph_vfront is 1) ((1.42474 1.76925)) ((R:SylStructure.parent.R:Syllable.n.syl_break is 1) ((0.979414 1.37583)) ((1.00321 1.06671))))) ((1.15222 0.852004)))) ((R:Segment.p.ph_ctype is 0) ((R:Segment.n.ph_ctype is s) ((R:SylStructure.parent.R:Syllable.nn.syl_break is 1) ((0.664807 -0.0880262)) ((0.573589 0.217234))) ((ph_ctype is s) ((ph_cplace is l) ((0.800348 0.66579)) ((ph_cplace is a) ((0.859133 1.46854)) ((R:SylStructure.parent.position_type is single) ((0.692229 1.23671)) ((0.552426 0.923928))))) ((R:SylStructure.parent.syl_out < 9.2) ((R:SylStructure.parent.position_type is single) ((R:SylStructure.parent.syl_out < 3.6) ((1.01673 1.26824)) ((0.848274 0.92375))) ((R:SylStructure.parent.R:Syllable.n.syl_break is 1) ((R:Segment.nn.ph_cplace is a) ((0.788163 0.818855)) ((0.822028 1.01227))) ((0.8365 0.483313)))) ((lisp_coda_stop is 0) ((R:Segment.nn.ph_cvox is +) ((R:SylStructure.parent.R:Syllable.n.syl_onsetsize < 0.2) ((0.807795 0.670829)) ((0.773774 0.435486))) ((0.849529 0.103561))) ((0.858848 0.763836)))))) ((R:Segment.n.ph_vrnd is -) ((ph_vlng is 0) ((R:SylStructure.parent.position_type is final) ((ph_cplace is a) ((R:Segment.nn.ph_cvox is -) ((0.691915 -0.42124)) ((R:Segment.p.ph_cplace is a) ((0.773696 0.354001)) ((0.65495 -0.14321)))) ((0.610433 -0.479739))) ((R:Segment.p.ph_ctype is r) ((R:SylStructure.parent.R:Syllable.n.syl_break is 0) ((0.560921 0.384674)) ((0.895267 0.746476))) ((R:Segment.p.ph_ctype is l) ((0.704694 0.568012)) ((R:Segment.p.ph_cplace is b) ((1.34739 0.539049)) ((R:Segment.p.ph_ctype is s) ((R:SylStructure.parent.syl_out < 12.9) ((R:SylStructure.parent.R:Syllable.p.stress is 0) ((0.807285 0.151429)) ((0.988033 0.383763))) ((0.878655 0.102291))) ((ph_ctype is n) ((0.759582 -0.315096)) ((R:SylStructure.parent.syl_out < 8.8) ((R:Segment.pp.ph_vfront is 0) ((0.846546 0.000647117)) ((R:Segment.pp.ph_vfront is 1) ((0.586216 0.150701)) ((0.793898 0.379041)))) ((lisp_coda_stop is 0) ((ph_ctype is f) ((0.74736 -0.31103)) ((0.715751 -0.00576581))) ((0.914486 0.17528)))))))))) ((1.24204 0.908819))) ((ph_ctype is s) ((ph_cplace is a) ((0.864408 1.35528)) ((R:Segment.n.seg_onsetcoda is coda) ((0.85602 0.344576)) ((0.869622 0.659223)))) ((R:Segment.nn.ph_cvox is -) ((R:Segment.n.ph_ctype is s) ((R:Segment.nn.ph_cplace is 0) ((0.942964 1.27475)) ((0.978218 0.650268))) ((R:SylStructure.parent.syl_out < 3.9) ((R:SylStructure.parent.R:Syllable.p.stress is 0) ((1.32463 1.05026)) ((0.896966 0.417727))) ((R:Segment.p.ph_cplace is a) ((R:SylStructure.parent.R:Syllable.nn.syl_break is 0) ((0.776698 0.195369)) ((0.969518 0.432394))) ((0.799096 -0.0203318))))) ((ph_cplace is a) ((R:SylStructure.parent.R:Syllable.p.stress is 0) ((0.680861 -0.315846)) ((R:SylStructure.parent.R:Syllable.nn.syl_break is 1) ((0.954393 0.0965487)) ((0.884928 0.372884)))) ((lisp_coda_stop is 0) ((R:SylStructure.parent.R:Syllable.p.stress is 0) ((R:SylStructure.parent.position_type is final) ((1.03696 0.565834)) ((0.906661 0.277961))) ((R:SylStructure.parent.position_type is final) ((0.778429 -0.0967381)) ((0.863993 0.314023)))) ((R:Segment.p.ph_cplace is a) ((R:SylStructure.parent.R:Syllable.p.stress is 0) ((0.898898 0.571009)) ((0.830278 0.787486))) ((1.1101 0.333888))))))))))))) ;; RMSE 0.7726 Correlation is 0.5943 Mean (abs) Error 0.5752 (0.5160) )) (provide 'f2bdurtreeZ)