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;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;; ;;
;;; 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
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((R:SylStructure.parent.R:Syllable.nn.syl_break is 1)
((0.512186 -0.732785))
((0.550759 -0.506471)))
((0.47297 -0.791841)))))))))
((R:Segment.p.ph_ctype is 0)
((R:SylStructure.parent.position_type is final)
((lisp_coda_stop is 0)
((ph_ctype is f)
((R:Segment.nn.ph_cplace is 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)