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;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;; ;;
;;; Centre for Speech Technology Research ;;
;;; University of Edinburgh, UK ;;
;;; Copyright (c) 1996,1997 ;;
;;; 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. ;;
;;; ;;
;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;
;;;
;;; A tree to predict zcore durations build from gsw 450 (timit)
;;; doesn't use actual phonemes so it can have better generalizations
;;;
;; pre Sue's changes to mrpa_phones (on traing data)
;; RMSE 0.79102 Correlation is 0.610184 Mean (abs) Error 0.605081 (0.509517)
;; Post with balance
;; train test spit --stop 19 --balance 16
;; RMSE 0.841861 Correlation is 0.526064 Mean (abs) Error 0.646614 (0.539288)
;; on training data
;; RMSE 0.784032 Correlation is 0.619165 Mean (abs) Error 0.602819 (0.501332)
;;
;; Oct 29th 1997
;; stepwise (but its over trained)
;; RMSE 0.8322 Correlation is 0.5286 Mean (abs) Error 0.6375 (0.5350)
;;
;; May 11th 1998
;; new architecture, full new train on f2b on test data
;; in zscore domain
;; RMSE 0.8076 Correlation is 0.5307 Mean (abs) Error 0.6113 (0.5278)
;; in absolute domain
;; RMSE 0.0276 Correlation 0.7468 Mean (abs) error 0.0203 (0.0187)
;;
;; May 18th 1998
;; various corrections f2bdur.bbz.H0.S50.tree no names zscore
;; in zscore domain
;; RMSE 0.8049 Correlation is 0.6003 Mean (abs) Error 0.6008 (0.5357)
;; in absolute domain
;; RMSE 0.0268 Correlation 0.7766 Mean (abs) error 0.0196 (0.0183)
(set! gsw_duration_cart_tree
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((0.582448 -0.389079))
((ph_ctype is s)
((0.60413 -0.73564))
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((R:SylStructure.parent.R:Syllable.p.syl_break is 2)
((0.761115 -0.827377))
((ph_ctype is n)
((0.855183 -0.275338))
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((0.788288 -0.802801))
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((0.686134 -0.371234))
((0.840184 -0.772883)))))))
((pos_in_syl < 1.2)
((R:SylStructure.parent.syl_break is 0)
((n.ph_ctype is n)
((0.423592 -0.655006))
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((ph_ctype is r)
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((0.61008 -0.925472))))))))
;; RMSE 0.8085 Correlation is 0.5899 Mean (abs) Error 0.6024 (0.5393)
))
(provide 'gswdurtreeZ)