1;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; 2;;; ;; 3;;; Centre for Speech Technology Research ;; 4;;; University of Edinburgh, UK ;; 5;;; Copyright (c) 2003, 2004 ;; 6;;; All Rights Reserved. ;; 7;;; ;; 8;;; Permission is hereby granted, free of charge, to use and distribute ;; 9;;; this software and its documentation without restriction, including ;; 10;;; without limitation the rights to use, copy, modify, merge, publish, ;; 11;;; distribute, sublicense, and/or sell copies of this work, and to ;; 12;;; permit persons to whom this work is furnished to do so, subject to ;; 13;;; the following conditions: ;; 14;;; 1. The code must retain the above copyright notice, this list of ;; 15;;; conditions and the following disclaimer. ;; 16;;; 2. Any modifications must be clearly marked as such. ;; 17;;; 3. Original authors' names are not deleted. ;; 18;;; 4. The authors' names are not used to endorse or promote products ;; 19;;; derived from this software without specific prior written ;; 20;;; permission. ;; 21;;; ;; 22;;; THE UNIVERSITY OF EDINBURGH AND THE CONTRIBUTORS TO THIS WORK ;; 23;;; DISCLAIM ALL WARRANTIES WITH REGARD TO THIS SOFTWARE, INCLUDING ;; 24;;; ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS, IN NO EVENT ;; 25;;; SHALL THE UNIVERSITY OF EDINBURGH NOR THE CONTRIBUTORS BE LIABLE ;; 26;;; FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES ;; 27;;; WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN ;; 28;;; AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ;; 29;;; ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF ;; 30;;; THIS SOFTWARE. ;; 31;;; ;; 32;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;;; 33;;; 34;;; Multisyn scheme target cost (Rob Clark and Korin Richmond) 35;;; 36;;; 37 38(define (Default_Target_Cost targ cand) 39"(Default_Target_Cost targ cand) 40A Default Target Cost function." 41(let ((cost 0)) 42 (mapcar 43 (lambda (row) 44 (set! cost (+ cost (tc_eval_row row targ cand)))) 45 target_matrix) 46 (set! cost (/ cost target_matrix_weight)) 47 cost)) 48 49 50(define (tc_eval_row row targ cand) 51 "(tc_eval_row row targ cand) 52Evaluate a target matrix row." 53(let ((weight (car row)) 54 (func (cadr row)) 55 (result 0)) 56 (set! result (* weight (eval (list func targ cand)))) 57 result)) 58 59;; 60;; Target cost Matrix 61;; '(weight function) 62 63(define (get_matrix_weight m) 64 (let ((w 0)) 65 (mapcar 66 (lambda (x) 67 (set! w (+ w (car x)))) 68 m) 69 w)) 70 71 72(set! test_matrix_max_weight 1) 73(set! test_matrix 74'( 75 (10 tc_stress ) 76 (5 tc_syl_pos ) 77 (5 tc_word_pos) 78 (6 tc_partofspeech) 79 (7 tc_phrase_pos) 80 (4 tc_left_context) 81 (3 tc_right_context) 82 (25 tc_bad_f0) ;; set to equal 1/3 of total cost (so high because interaction with join) 83; (0 tc_segment_score) ;; was 4. turned off until utterances are built for this. 84 (10 tc_bad_duration) ;; was 6 85)) 86 87(set! test_matrix_weight (* test_matrix_max_weight (get_matrix_weight test_matrix))) 88 89(set! target_matrix test_matrix) 90(set! target_matrix_weight test_matrix_weight) 91 92 93 94;; 95;; tc_stress 96;; 97;; Compares stress on any vowel which form part of the diphone. stress 98;; conditions must match for a zero target cost. 99;; 100 101(define (tc_stress targ cand) 102"(tc_stress targ cand) 103Target Cost stressed. 0 - stress patterns match [ compares: 0 unstressed vs. > 0 stressed ] 104 1 - stress miss-match. 105" 106(let ((c 0) 107 cand_stress targ_stress) 108 ;(format t "my_is_vowel %l\n" (my_is_vowel targ)) 109 ;(format t "phone_is_silence %l\n" (phone_is_silence (item.feat targ 'name))) 110 ;; For first segment 111 (if (and (not (phone_is_silence (item.feat targ 'name))) 112 (my_is_vowel targ)) 113 (begin 114 (set! cand_stress (item.feat cand "R:SylStructure.parent.stress")) 115 (set! targ_stress (item.feat targ "R:SylStructure.parent.stress")) 116 (if (or (and (eq? cand_stress 0) (> targ_stress 0)) 117 (and (eq? targ_stress 0) (> cand_stress 0))) 118 (set! c 1)))) 119 ;; For second segment 120 ;(format t "n.my_is_vowel %l\n" (my_is_vowel (item.next targ))) 121 ;(format t "n.phone_is_silence %l\n" (phone_is_silence (item.feat targ 'n.name))) 122 (if (and (not (phone_is_silence (item.feat targ 'n.name))) 123 (my_is_vowel (item.next targ))) 124 (begin 125 (set! cand_stress (item.feat cand "n.R:SylStructure.parent.stress")) 126 (set! targ_stress (item.feat targ "n.R:SylStructure.parent.stress")) 127 (if (or (and (eq? cand_stress 0) (> targ_stress 0)) 128 (and (eq? targ_stress 0) (> cand_stress 0))) 129 (set! c 1)))) 130; (format t "tc_stress: %l\n" c) 131c)) 132 133 134;; 135;; tc_syl_position 136;; 137;; Find and compare diphone position in syllabic structure. 138;; Values are: inter - diphone crosses syllable boundary. 139;; initial - diphone is syllable initial. 140;; medial - diphone is syllable medial 141;; final - diphone is syllable final 142;; returns 0 for a match 1 for a mismatch. 143;; 144(define (tc_syl_pos targ cand) 145"(tc_syl_pos targ cand) 146Score position in syllable." 147(let ((targ_pos "medial") 148 (cand_pos "medial") 149 (targ_syl (get_syl targ)) 150 (targ_next_syl (get_syl (item.next targ))) 151 (cand_syl (get_syl cand)) 152 (cand_next_syl (get_syl (item.next cand)))) 153 ;; target 154 (cond 155 ((not (equal? targ_syl targ_next_syl)) 156 (set! targ_pos "inter")) 157 ((not (equal? targ_syl (get_syl (item.prev targ)))) 158 (set! targ_pos "initial")) 159 ((not (equal? targ_next_syl (get_syl (item.next (item.next targ))))) 160 (set! targ_pos "final"))) 161 ;; candidate 162 (cond 163 ((not (equal? cand_syl cand_next_syl)) 164 (set! cand_pos "inter")) 165 ((not (equal? cand_syl (get_syl (item.prev cand)))) 166 (set! cand_pos "initial")) 167 ((not (equal? cand_next_syl (get_syl (item.next (item.next cand))))) 168 (set! cand_pos "final"))) 169; (format t "targ_syl: %l cand_syl %l\n" targ_pos cand_pos) 170 (if (equal? targ_pos cand_pos) 0 1))) 171 172;; 173;; tc_word_position 174;; 175;; Find and compare diphone position in word structure 176;; Values are: inter - diphone crosses word boundary. 177;; initial - diphone is word initial. 178;; medial - diphone is word medial 179;; final - diphone is word final 180;; returns 0 for a match 1 for a mismatch. 181;; 182(define (tc_word_pos targ cand) 183"(tc_word_pos targ cand) 184Score position in word." 185(let ((targ_pos "medial") 186 (cand_pos "medial") 187 (targ_word (get_word targ)) 188 (targ_next_word (get_word (item.next targ))) 189 (cand_word (get_word cand)) 190 (cand_next_word (get_word (item.next cand)))) 191 ;; target 192 (cond 193 ((not (equal? targ_word targ_next_word)) 194 (set! targ_pos "inter")) 195 ((not (equal? targ_word (get_word (item.prev targ)))) 196 (set! targ_pos "initial")) 197 ((not (equal? targ_next_word (get_word (item.next (item.next targ))))) 198 (set! targ_pos "final"))) 199 ;; candidate 200 (cond 201 ((not (equal? cand_word cand_next_word)) 202 (set! cand_pos "inter")) 203 ((not (equal? cand_word (get_word (item.prev cand)))) 204 (set! cand_pos "initial")) 205 ((not (equal? cand_next_word (get_word (item.next (item.next cand))))) 206 (set! cand_pos "final"))) 207; (format t "targ_word: %l cand_word %l\n" targ_pos cand_pos) 208 (if (equal? targ_pos cand_pos) 0 1))) 209 210 211 212;; 213;; tc_phrase_position 214;; 215;; Position (of word) in phrase 216;; initial/medial/final 217;; 218;; 0 - match, 1 - mismatch 219;; 220(define (tc_phrase_pos targ cand) 221"(tc_phrase_pos targ cand) 222 Score position in phrase." 223(let ((targ_word (get_word targ)) 224 (cand_word (get_word cand))) 225 (cond 226 ((and (null targ_word) 227 (null cand_word)) 228 0) 229 ((or (null targ_word) 230 (null cand_word)) 231 1) 232 ((string-equal (item.feat targ_word 'pbreak) 233 (item.feat cand_word 'pbreak)) 234 0) 235 (t 1)))) 236 237;; 238;; tc_partofspeech 239;; 240;; 241;; 242(define (tc_partofspeech targ cand) 243"(tc_partofspeech targ cand) 244 Score part of speech." 245(let ((targ_word (get_word targ)) 246 (cand_word (get_word cand)) 247 targ_pos cand_pos) 248(if targ_word 249 (set! targ_pos (simple_pos (item.feat targ_word 'pos)))) 250(if cand_word 251 (set! cand_pos (simple_pos (item.feat cand_word 'pos)))) 252 ;(format t "targ_pos %l cand_pos %l\n" targ_pos cand_pos) 253 (if (equal? targ_pos cand_pos) 0 1))) 254 255(define (score_contexts targ_context cand_context) 256 "(score_contexts targ_context cand_context) 257If both context items are nil, then score is 0. 258If both context items are not nil, and are the same, then 259score is 0. Otherwise, score is 1." 260 (if (and targ_context cand_context) 261 (if (equal? (item.feat targ_context "name") 262 (item.feat cand_context "name")) 263 0 264 1) 265 (if (and (equal? targ_context nil) 266 (equal? cand_context nil)) 267 0 268 1))) 269 270 271(define (tc_left_context targ cand) 272"(tc_left_context targ cand) 273Score left phonetic context." 274(let ((targ_context (item.prev targ)) 275 (cand_context (item.prev cand))) 276 (score_contexts targ_context cand_context))) 277 278;; 279;; tc_right_context 280;; 281;; 282;; 283(define (tc_right_context targ cand) 284"(tc_right_context targ cand) 285Score right phonetic context." 286(let ((targ_context (item.next (item.next targ))) 287 (cand_context (item.next (item.next cand)))) 288 (score_contexts targ_context cand_context))) 289 290 291;; 292;; tc_segment_score 293;; 294;; This currently thresholds based on looking at the distributions of the scores. 295;; A nice exp function may be better. 296(define (tc_segment_score targ cand) 297"tc_segment_score targ cand) 298A bad alignment score make a bad segment." 299(let ((score 0)) 300 (if (not (phone_is_silence (item.feat cand "name"))) 301 (set! score (+ score (item.feat cand 'score)))) 302 (if (not (phone_is_silence (item.feat (item.next cand) "name"))) 303 (set! score (+ score (item.feat (item.next cand) 'score)))) 304 (cond 305 ((> score -4000) ;2000 (x2) is 7.5% 306 0) 307 ((> score -5000) ;2500 (x2) is 5.0% 308 0.5) 309 (t 1)))) 310 311;; 312;; tc_bad_duration 313;; 314;; If the segment is marked as having a weird duration penalise it. 315;; We allow bad_dur to be set on the target so resynthesis works 316;; and so you could ask for really long/short segments. 317;; 318(define (tc_bad_duration targ cand) 319 (if (equal? (item.feat targ "bad_dur") 320 (item.feat cand "bad_dur")) 321 0 322 1)) 323 324 325;; 326;; tc_bad_f0 327;; 328;; If the candidate is deemed to have an inappropriate f0, then penalise it. 329;; 330;; Specifically, if the targ/cand segment type is expected to be voiced, then 331;; an f0 of zero is bad (results from poor pitch tracking). In such a case, 332;; the join cost would then favour other units with f0 (since the euclidean 333;; distance between two zeros is very small ;) 334;; We want to avoid that. 335;; 336;; Presumeably, we also want to penalise cases where supposedly voiceless 337;; candidates have an f0 != 0 (either a consequence of bad pitch tracking 338;; or bad labelling) but that's not done here yet... 339;; 340;; (the function itself has been implemented in C for convenience, and 341;; this stub is left here just for this note ;) 342 343(define (tc_bad_f0 targ cand) 344 (let ((score (temp_tc_bad_f0 targ cand)) 345 (name (format nil "%s_%s" 346 (item.feat targ "name") 347 (item.feat (item.next targ) "name")))) 348 (if (not (equal? score 0.0)) 349 (format t "f0 score for %s is %f\n" name score)) 350 score)) 351 352;; 353;; Is a segment a vowel? ( ph_is_a_vowel doesn't seem to work) 354;; 355(define (my_is_vowel seg) 356 (if seg 357 (if (equal? (item.feat seg 'ph_vc) "+") 358 t 359 nil))) 360 361 362 363;; get the syllable from sysstructure in normal utterance 364;; 365(define (get_syl seg) 366 (let (syl) 367 (if seg 368 (set! syl (item.relation.parent seg 'SylStructure))) 369 syl)) 370 371;; get the word from sylstructure in normal utterance 372;; 373(define (get_word seg) 374 (let ((syl (get_syl seg)) 375 word) 376 (if syl 377 (set! word (item.parent syl))) 378 word)) 379 380 381;; simple pos 382;; 383(define (simple_pos pos) 384(let (spos) 385 (cond 386 ((member_string pos '(vbd vb vbn vbz vbp vbg)) 387 (set! spos "v")) 388 ((member_string pos '(nn nnp nns nnps fw sym ls)) 389 (set! spos "n")) 390 ((member_string pos '(dt gin prp cc of to cd md pos wdt wp wrb ex uh pdt)) 391 (set! spos "func")) 392 ((member_string pos '(jj jjr jjs 1 2 rb rp rbr rbs)) 393 (set! spos "other"))) 394 spos)) 395 396 397;; debugging 398 399(define (test_target_cost utt1 utt2) 400(let ((segs1 (utt.relation.items utt1 'Segment)) 401 (segs2 (utt.relation.items utt2 'Segment)) 402 (tc 0)) 403 (while (and segs1 segs2) 404 (set! tc (Default_Target_Cost (car segs1) (car segs2))) 405 (format t "targ: %l cand: %l cost: %l\n" (item.name (car segs1)) (item.name (car segs2)) tc) 406 (set! segs1 (cdr segs1)) 407 (set! segs2 (cdr segs2))))) 408 409 410(provide 'target_cost) 411