|
1
|
|
|
/* |
|
2
|
|
|
* Copyright (c) 2019 Rafael da Silva Rocha. |
|
3
|
|
|
* Copyright 2012 Spencer Cohen |
|
4
|
|
|
* |
|
5
|
|
|
* Permission is hereby granted, free of charge, to any person obtaining |
|
6
|
|
|
* a copy of this software and associated documentation files (the |
|
7
|
|
|
* "Software"), to deal in the Software without restriction, including |
|
8
|
|
|
* without limitation the rights to use, copy, modify, merge, publish, |
|
9
|
|
|
* distribute, sublicense, and/or sell copies of the Software, and to |
|
10
|
|
|
* permit persons to whom the Software is furnished to do so, subject to |
|
11
|
|
|
* the following conditions: |
|
12
|
|
|
* |
|
13
|
|
|
* The above copyright notice and this permission notice shall be |
|
14
|
|
|
* included in all copies or substantial portions of the Software. |
|
15
|
|
|
* |
|
16
|
|
|
* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, |
|
17
|
|
|
* EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF |
|
18
|
|
|
* MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND |
|
19
|
|
|
* NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE |
|
20
|
|
|
* LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION |
|
21
|
|
|
* OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION |
|
22
|
|
|
* WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. |
|
23
|
|
|
* |
|
24
|
|
|
*/ |
|
25
|
|
|
|
|
26
|
|
|
/** |
|
27
|
|
|
* @fileoverview The Interpolator class. Based on Smooth.js by Spencer Cohen. |
|
28
|
|
|
* @see https://github.com/rochars/wavefile |
|
29
|
|
|
* @see https://github.com/osuushi/Smooth.js |
|
30
|
|
|
*/ |
|
31
|
|
|
|
|
32
|
|
|
/** |
|
33
|
|
|
* A class to get scaled values out of arrays. |
|
34
|
|
|
* @extends WaveFileReader |
|
35
|
|
|
*/ |
|
36
|
|
|
export class Interpolator { |
|
37
|
|
|
|
|
38
|
|
|
/** |
|
39
|
|
|
* @param {number} scaleFrom the length of the original array. |
|
40
|
|
|
* @param {number} scaleTo The length of the new array. |
|
41
|
|
|
* @param {?Object} details The extra configuration, if needed. |
|
42
|
|
|
*/ |
|
43
|
|
|
constructor(scaleFrom, scaleTo, details) { |
|
44
|
|
|
/** |
|
45
|
|
|
* The length of the original array. |
|
46
|
|
|
* @type {number} |
|
47
|
|
|
*/ |
|
48
|
|
|
this.length_ = scaleFrom; |
|
49
|
|
|
/** |
|
50
|
|
|
* The scaling factor. |
|
51
|
|
|
* @type {number} |
|
52
|
|
|
*/ |
|
53
|
|
|
this.scaleFactor_ = (scaleFrom - 1) / scaleTo; |
|
54
|
|
|
/** |
|
55
|
|
|
* The interpolation function. |
|
56
|
|
|
* @type {Function} |
|
57
|
|
|
*/ |
|
58
|
|
|
this.interpolate = this.sinc; |
|
59
|
|
|
if (details.method === 'point') { |
|
60
|
|
|
this.interpolate = this.point; |
|
61
|
|
|
} else if(details.method === 'linear') { |
|
62
|
|
|
this.interpolate = this.linear; |
|
63
|
|
|
} else if(details.method === 'cubic') { |
|
64
|
|
|
this.interpolate = this.cubic; |
|
65
|
|
|
} |
|
66
|
|
|
/** |
|
67
|
|
|
* The clipping function. |
|
68
|
|
|
* @type {Function} |
|
69
|
|
|
*/ |
|
70
|
|
|
this.clip_ = clipClamp_; |
|
71
|
|
|
// The clip function |
|
72
|
|
|
if (details.clip === 'periodic') { |
|
73
|
|
|
this.scaleFactor_ = scaleFrom / scaleTo; |
|
74
|
|
|
this.clip_ = clipPeriodic_; |
|
75
|
|
|
} else if (details.clip === 'mirror') { |
|
76
|
|
|
this.clip_ = clipMirror_; |
|
77
|
|
|
} |
|
78
|
|
|
/** |
|
79
|
|
|
* The tanget factor for cubic interpolation. |
|
80
|
|
|
* @type {number} |
|
81
|
|
|
*/ |
|
82
|
|
|
this.tangentFactor_ = 1 - Math.max(0, Math.min(1, details.tension || 0)); |
|
83
|
|
|
// Configure the kernel for sinc |
|
84
|
|
|
/** |
|
85
|
|
|
* The sinc filter size. |
|
86
|
|
|
* @type {number} |
|
87
|
|
|
*/ |
|
88
|
|
|
this.sincFilterSize_ = details.sincFilterSize || 1; |
|
89
|
|
|
/** |
|
90
|
|
|
* The sinc kernel. |
|
91
|
|
|
* @type {Function} |
|
92
|
|
|
*/ |
|
93
|
|
|
this.kernel_ = sincKernel_(details.sincWindow || gaussianWindow_); |
|
94
|
|
|
if (details.method === 'lanczos') { |
|
95
|
|
|
this.kernel_ = sincKernel_(lanczosWindow_(details.lanczosFilterSize)); |
|
96
|
|
|
this.sincFilterSize = details.lanczosFilterSize; |
|
97
|
|
|
} |
|
98
|
|
|
} |
|
99
|
|
|
|
|
100
|
|
|
/** |
|
101
|
|
|
* @param {number} t The index to interpolate. |
|
102
|
|
|
* @param {Array|TypedArray} samples the original array. |
|
103
|
|
|
* @return {number} The interpolated value. |
|
104
|
|
|
*/ |
|
105
|
|
|
point(t, samples) { |
|
106
|
|
|
return this.getClippedInput_(Math.round(this.scaleFactor_ * t), samples); |
|
107
|
|
|
} |
|
108
|
|
|
|
|
109
|
|
|
/** |
|
110
|
|
|
* @param {number} t The index to interpolate. |
|
111
|
|
|
* @param {Array|TypedArray} samples the original array. |
|
112
|
|
|
* @return {number} The interpolated value. |
|
113
|
|
|
*/ |
|
114
|
|
|
linear(t, samples) { |
|
115
|
|
|
t = this.scaleFactor_ * t; |
|
116
|
|
|
let k = Math.floor(t); |
|
117
|
|
|
t -= k; |
|
118
|
|
|
return (1 - t) * |
|
119
|
|
|
this.getClippedInput_(k, samples) + t * |
|
120
|
|
|
this.getClippedInput_(k + 1, samples); |
|
121
|
|
|
} |
|
122
|
|
|
|
|
123
|
|
|
/** |
|
124
|
|
|
* @param {number} t The index to interpolate. |
|
125
|
|
|
* @param {Array|TypedArray} samples the original array. |
|
126
|
|
|
* @return {number} The interpolated value. |
|
127
|
|
|
*/ |
|
128
|
|
|
cubic(t, samples) { |
|
129
|
|
|
t = this.scaleFactor_ * t; |
|
130
|
|
|
let k = Math.floor(t); |
|
131
|
|
|
let m = [this.getTangent_(k, samples), this.getTangent_(k + 1, samples)]; |
|
132
|
|
|
let p = [this.getClippedInput_(k, samples), |
|
133
|
|
|
this.getClippedInput_(k + 1, samples)]; |
|
134
|
|
|
t -= k; |
|
135
|
|
|
let t2 = t * t; |
|
136
|
|
|
let t3 = t * t2; |
|
137
|
|
|
return (2 * t3 - 3 * t2 + 1) * |
|
138
|
|
|
p[0] + (t3 - 2 * t2 + t) * |
|
139
|
|
|
m[0] + (-2 * t3 + 3 * t2) * |
|
140
|
|
|
p[1] + (t3 - t2) * m[1]; |
|
141
|
|
|
} |
|
142
|
|
|
|
|
143
|
|
|
/** |
|
144
|
|
|
* @param {number} t The index to interpolate. |
|
145
|
|
|
* @param {Array|TypedArray} samples the original array. |
|
146
|
|
|
* @return {number} The interpolated value. |
|
147
|
|
|
*/ |
|
148
|
|
|
sinc(t, samples) { |
|
149
|
|
|
t = this.scaleFactor_ * t; |
|
150
|
|
|
let k = Math.floor(t); |
|
151
|
|
|
let ref = k - this.sincFilterSize_ + 1; |
|
152
|
|
|
let ref1 = k + this.sincFilterSize_; |
|
153
|
|
|
let sum = 0; |
|
154
|
|
|
for (let n = ref, j = ref; |
|
155
|
|
|
ref <= ref1 ? j <= ref1 : j >= ref1; |
|
156
|
|
|
n = ref <= ref1 ? ++j : --j) { |
|
157
|
|
|
sum += this.kernel_(t - n) * this.getClippedInput_(n, samples); |
|
158
|
|
|
} |
|
159
|
|
|
return sum; |
|
160
|
|
|
} |
|
161
|
|
|
|
|
162
|
|
|
/** |
|
163
|
|
|
* @param {number} k The scaled index to interpolate. |
|
164
|
|
|
* @param {Array|TypedArray} samples the original array. |
|
165
|
|
|
* @return {number} The tangent. |
|
166
|
|
|
* @private |
|
167
|
|
|
*/ |
|
168
|
|
|
getTangent_(k, samples) { |
|
169
|
|
|
return this.tangentFactor_ * |
|
170
|
|
|
(this.getClippedInput_(k + 1, samples) - |
|
171
|
|
|
this.getClippedInput_(k - 1, samples)) / 2; |
|
172
|
|
|
} |
|
173
|
|
|
|
|
174
|
|
|
/** |
|
175
|
|
|
* @param {number} t The scaled index to interpolate. |
|
176
|
|
|
* @param {Array|TypedArray} samples the original array. |
|
177
|
|
|
* @return {number} The interpolated value. |
|
178
|
|
|
* @private |
|
179
|
|
|
*/ |
|
180
|
|
|
getClippedInput_(t, samples) { |
|
181
|
|
|
if ((0 <= t && t < this.length_)) { |
|
182
|
|
|
return samples[t]; |
|
183
|
|
|
} |
|
184
|
|
|
return samples[this.clip_(t, this.length_)]; |
|
185
|
|
|
} |
|
186
|
|
|
} |
|
187
|
|
|
|
|
188
|
|
|
// Sinc functions |
|
189
|
|
|
|
|
190
|
|
|
/** |
|
191
|
|
|
* The default window function. |
|
192
|
|
|
* @param {number} x The sinc signal. |
|
193
|
|
|
* @return {number} |
|
194
|
|
|
* @private |
|
195
|
|
|
*/ |
|
196
|
|
|
function gaussianWindow_(x) { |
|
197
|
|
|
return Math.exp(-x * x); |
|
198
|
|
|
} |
|
199
|
|
|
|
|
200
|
|
|
/** |
|
201
|
|
|
* @param {Function} window The window function. |
|
202
|
|
|
* @return {Function} |
|
203
|
|
|
* @private |
|
204
|
|
|
*/ |
|
205
|
|
|
function sincKernel_(window) { |
|
206
|
|
|
return function(x) { return sinc_(x) * window(x); }; |
|
207
|
|
|
} |
|
208
|
|
|
|
|
209
|
|
|
/** |
|
210
|
|
|
* @param {number} size The filter size. |
|
211
|
|
|
* @return {Function} |
|
212
|
|
|
* @private |
|
213
|
|
|
*/ |
|
214
|
|
|
function lanczosWindow_(size) { |
|
215
|
|
|
return function(x) { return sinc_(x / size); }; |
|
216
|
|
|
} |
|
217
|
|
|
|
|
218
|
|
|
/** |
|
219
|
|
|
* @param {number} x The sinc signal. |
|
220
|
|
|
* @return {number} |
|
221
|
|
|
* @private |
|
222
|
|
|
*/ |
|
223
|
|
|
function sinc_(x) { |
|
224
|
|
|
if (x === 0) { |
|
225
|
|
|
return 1; |
|
226
|
|
|
} |
|
227
|
|
|
return Math.sin(Math.PI * x) / (Math.PI * x); |
|
228
|
|
|
} |
|
229
|
|
|
|
|
230
|
|
|
// Clip functions |
|
231
|
|
|
|
|
232
|
|
|
/** |
|
233
|
|
|
* @param {number} t The scaled index |
|
234
|
|
|
* @param {number} n The size of the original array |
|
235
|
|
|
* @return {number} |
|
236
|
|
|
* @private |
|
237
|
|
|
*/ |
|
238
|
|
|
function clipClamp_(t, n) { |
|
239
|
|
|
return Math.max(0, Math.min(t, n - 1)); |
|
240
|
|
|
} |
|
241
|
|
|
|
|
242
|
|
|
/** |
|
243
|
|
|
* @param {number} t The scaled index |
|
244
|
|
|
* @param {number} n The size of the original array |
|
245
|
|
|
* @return {number} |
|
246
|
|
|
* @private |
|
247
|
|
|
*/ |
|
248
|
|
|
function clipPeriodic_(t, n) { |
|
249
|
|
|
t = t % n; |
|
250
|
|
|
if (t < 0) { |
|
251
|
|
|
t += n; |
|
252
|
|
|
} |
|
253
|
|
|
return t; |
|
254
|
|
|
} |
|
255
|
|
|
|
|
256
|
|
|
/** |
|
257
|
|
|
* @param {number} t The scaled index |
|
258
|
|
|
* @param {number} n The size of the original array |
|
259
|
|
|
* @return {number} |
|
260
|
|
|
* @private |
|
261
|
|
|
*/ |
|
262
|
|
|
function clipMirror_(t, n) { |
|
263
|
|
|
let period = 2 * (n - 1); |
|
264
|
|
|
t = clipPeriodic_(t, period); |
|
265
|
|
|
if (t > n - 1) { |
|
266
|
|
|
t = period - t; |
|
267
|
|
|
} |
|
268
|
|
|
return t; |
|
269
|
|
|
} |
|
270
|
|
|
|