sonora-fft 0.1.0

FFT implementations for WebRTC Audio Processing (Ooura, PFFFT)
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
//! NEON-accelerated inner functions for the 128-point Ooura FFT.
//!
//! C source: `webrtc/common_audio/third_party/ooura/fft_size_128/ooura_fft_neon.cc`
//! Tables from `ooura_fft_tables_neon_sse2.h`.

use core::arch::aarch64::*;

use crate::ooura_fft::{FFT_SIZE, RDFT_W};

// ── SIMD twiddle tables ──────────────────────────────────────────────────────
// Shared with SSE2 — duplicated/rearranged for 4-wide SIMD loads.

const K_SWAP_SIGN: [f32; 4] = [-1.0, 1.0, -1.0, 1.0];

const RDFT_WK1R: [f32; 32] = [
    1.000_000_000,
    1.000_000_000,
    0.707_106_769,
    0.707_106_769,
    0.923_879_564,
    0.923_879_564,
    0.382_683_456,
    0.382_683_456,
    0.980_785_251,
    0.980_785_251,
    0.555_570_245,
    0.555_570_245,
    0.831_469_595,
    0.831_469_595,
    0.195_090_324,
    0.195_090_324,
    0.995_184_720,
    0.995_184_720,
    0.634_393_334,
    0.634_393_334,
    0.881_921_291,
    0.881_921_291,
    0.290_284_663,
    0.290_284_663,
    0.956_940_353,
    0.956_940_353,
    0.471_396_744,
    0.471_396_744,
    0.773_010_433,
    0.773_010_433,
    0.098_017_141,
    0.098_017_141,
];

const RDFT_WK2R: [f32; 32] = [
    1.000_000_000,
    1.000_000_000,
    -0.000_000_000,
    -0.000_000_000,
    0.707_106_769,
    0.707_106_769,
    -0.707_106_769,
    -0.707_106_769,
    0.923_879_564,
    0.923_879_564,
    -0.382_683_456,
    -0.382_683_456,
    0.382_683_456,
    0.382_683_456,
    -0.923_879_564,
    -0.923_879_564,
    0.980_785_251,
    0.980_785_251,
    -0.195_090_324,
    -0.195_090_324,
    0.555_570_245,
    0.555_570_245,
    -0.831_469_595,
    -0.831_469_595,
    0.831_469_595,
    0.831_469_595,
    -0.555_570_245,
    -0.555_570_245,
    0.195_090_324,
    0.195_090_324,
    -0.980_785_251,
    -0.980_785_251,
];

const RDFT_WK3R: [f32; 32] = [
    1.000_000_000,
    1.000_000_000,
    -0.707_106_769,
    -0.707_106_769,
    0.382_683_456,
    0.382_683_456,
    -0.923_879_564,
    -0.923_879_564,
    0.831_469_536,
    0.831_469_536,
    -0.980_785_251,
    -0.980_785_251,
    -0.195_090_353,
    -0.195_090_353,
    -0.555_570_245,
    -0.555_570_245,
    0.956_940_353,
    0.956_940_353,
    -0.881_921_172,
    -0.881_921_172,
    0.098_017_156,
    0.098_017_156,
    -0.773_010_492,
    -0.773_010_492,
    0.634_393_334,
    0.634_393_334,
    -0.995_184_720,
    -0.995_184_720,
    -0.471_396_863,
    -0.471_396_863,
    -0.290_284_693,
    -0.290_284_693,
];

const RDFT_WK1I: [f32; 32] = [
    -0.000_000_000,
    0.000_000_000,
    -0.707_106_769,
    0.707_106_769,
    -0.382_683_456,
    0.382_683_456,
    -0.923_879_564,
    0.923_879_564,
    -0.195_090_324,
    0.195_090_324,
    -0.831_469_595,
    0.831_469_595,
    -0.555_570_245,
    0.555_570_245,
    -0.980_785_251,
    0.980_785_251,
    -0.098_017_141,
    0.098_017_141,
    -0.773_010_433,
    0.773_010_433,
    -0.471_396_744,
    0.471_396_744,
    -0.956_940_353,
    0.956_940_353,
    -0.290_284_663,
    0.290_284_663,
    -0.881_921_291,
    0.881_921_291,
    -0.634_393_334,
    0.634_393_334,
    -0.995_184_720,
    0.995_184_720,
];

const RDFT_WK2I: [f32; 32] = [
    -0.000_000_000,
    0.000_000_000,
    -1.000_000_000,
    1.000_000_000,
    -0.707_106_769,
    0.707_106_769,
    -0.707_106_769,
    0.707_106_769,
    -0.382_683_456,
    0.382_683_456,
    -0.923_879_564,
    0.923_879_564,
    -0.923_879_564,
    0.923_879_564,
    -0.382_683_456,
    0.382_683_456,
    -0.195_090_324,
    0.195_090_324,
    -0.980_785_251,
    0.980_785_251,
    -0.831_469_595,
    0.831_469_595,
    -0.555_570_245,
    0.555_570_245,
    -0.555_570_245,
    0.555_570_245,
    -0.831_469_595,
    0.831_469_595,
    -0.980_785_251,
    0.980_785_251,
    -0.195_090_324,
    0.195_090_324,
];

const RDFT_WK3I: [f32; 32] = [
    -0.000_000_000,
    0.000_000_000,
    -0.707_106_769,
    0.707_106_769,
    -0.923_879_564,
    0.923_879_564,
    0.382_683_456,
    -0.382_683_456,
    -0.555_570_245,
    0.555_570_245,
    -0.195_090_353,
    0.195_090_353,
    -0.980_785_251,
    0.980_785_251,
    0.831_469_536,
    -0.831_469_536,
    -0.290_284_693,
    0.290_284_693,
    -0.471_396_863,
    0.471_396_863,
    -0.995_184_720,
    0.995_184_720,
    0.634_393_334,
    -0.634_393_334,
    -0.773_010_492,
    0.773_010_492,
    0.098_017_156,
    -0.098_017_156,
    -0.881_921_172,
    0.881_921_172,
    0.956_940_353,
    -0.956_940_353,
];

const CFTMDL_WK1R: [f32; 4] = [0.707_106_769, 0.707_106_769, 0.707_106_769, -0.707_106_769];

// ── Helpers ──────────────────────────────────────────────────────────────────

/// Reverse element order: [A, B, C, D] -> [D, C, B, A]
/// C: `reverse_order_f32x4`
#[inline(always)]
unsafe fn reverse_order_f32x4(v: float32x4_t) -> float32x4_t {
    unsafe {
        // A B C D -> C D A B
        let rev = vcombine_f32(vget_high_f32(v), vget_low_f32(v));
        // C D A B -> D C B A
        vrev64q_f32(rev)
    }
}

// ── NEON inner functions ─────────────────────────────────────────────────────

/// First-stage complex FFT butterfly (NEON).
/// C: `cft1st_128_neon`
#[target_feature(enable = "neon")]
pub(crate) unsafe fn cft1st_128_neon(a: &mut [f32; FFT_SIZE]) {
    unsafe {
        let vec_swap_sign = vld1q_f32(K_SWAP_SIGN.as_ptr());

        let mut k2 = 0usize;
        let mut j = 0usize;
        while j < 128 {
            let a00v = vld1q_f32(a.as_ptr().add(j));
            let a04v = vld1q_f32(a.as_ptr().add(j + 4));
            let a08v = vld1q_f32(a.as_ptr().add(j + 8));
            let a12v = vld1q_f32(a.as_ptr().add(j + 12));

            let a01v = vcombine_f32(vget_low_f32(a00v), vget_low_f32(a08v));
            let a23v = vcombine_f32(vget_high_f32(a00v), vget_high_f32(a08v));
            let a45v = vcombine_f32(vget_low_f32(a04v), vget_low_f32(a12v));
            let a67v = vcombine_f32(vget_high_f32(a04v), vget_high_f32(a12v));

            let wk1rv = vld1q_f32(RDFT_WK1R.as_ptr().add(k2));
            let wk1iv = vld1q_f32(RDFT_WK1I.as_ptr().add(k2));
            let wk2rv = vld1q_f32(RDFT_WK2R.as_ptr().add(k2));
            let wk2iv = vld1q_f32(RDFT_WK2I.as_ptr().add(k2));
            let wk3rv = vld1q_f32(RDFT_WK3R.as_ptr().add(k2));
            let wk3iv = vld1q_f32(RDFT_WK3I.as_ptr().add(k2));

            let mut x0v = vaddq_f32(a01v, a23v);
            let x1v = vsubq_f32(a01v, a23v);
            let x2v = vaddq_f32(a45v, a67v);
            let x3v = vsubq_f32(a45v, a67v);
            let x3w = vrev64q_f32(x3v);

            let a01v = vaddq_f32(x0v, x2v);
            x0v = vsubq_f32(x0v, x2v);
            let x0w = vrev64q_f32(x0v);
            let mut a45v = vmulq_f32(wk2rv, x0v);
            a45v = vmlaq_f32(a45v, wk2iv, x0w);

            let x0v = vmlaq_f32(x1v, x3w, vec_swap_sign);
            let x0w = vrev64q_f32(x0v);
            let mut a23v = vmulq_f32(wk1rv, x0v);
            a23v = vmlaq_f32(a23v, wk1iv, x0w);

            let x0v = vmlsq_f32(x1v, x3w, vec_swap_sign);
            let x0w = vrev64q_f32(x0v);
            let mut a67v = vmulq_f32(wk3rv, x0v);
            a67v = vmlaq_f32(a67v, wk3iv, x0w);

            let a00v = vcombine_f32(vget_low_f32(a01v), vget_low_f32(a23v));
            let a04v = vcombine_f32(vget_low_f32(a45v), vget_low_f32(a67v));
            let a08v = vcombine_f32(vget_high_f32(a01v), vget_high_f32(a23v));
            let a12v = vcombine_f32(vget_high_f32(a45v), vget_high_f32(a67v));

            vst1q_f32(a.as_mut_ptr().add(j), a00v);
            vst1q_f32(a.as_mut_ptr().add(j + 4), a04v);
            vst1q_f32(a.as_mut_ptr().add(j + 8), a08v);
            vst1q_f32(a.as_mut_ptr().add(j + 12), a12v);

            j += 16;
            k2 += 4;
        }
    }
}

/// Modular complex FFT butterfly stage (NEON).
/// C: `cftmdl_128_neon`
#[target_feature(enable = "neon")]
pub(crate) unsafe fn cftmdl_128_neon(a: &mut [f32; FFT_SIZE]) {
    unsafe {
        let l = 8usize;
        let vec_swap_sign = vld1q_f32(K_SWAP_SIGN.as_ptr());
        let mut wk1rv = vld1q_f32(CFTMDL_WK1R.as_ptr());

        // First block (j = 0..8 step 2)
        for j in (0..l).step_by(2) {
            let a_00 = vld1_f32(a.as_ptr().add(j));
            let a_08 = vld1_f32(a.as_ptr().add(j + 8));
            let a_32 = vld1_f32(a.as_ptr().add(j + 32));
            let a_40 = vld1_f32(a.as_ptr().add(j + 40));
            let a_00_32 = vcombine_f32(a_00, a_32);
            let a_08_40 = vcombine_f32(a_08, a_40);
            let x0r0_0i0_0r1_x0i1 = vaddq_f32(a_00_32, a_08_40);
            let x1r0_1i0_1r1_x1i1 = vsubq_f32(a_00_32, a_08_40);

            let a_16 = vld1_f32(a.as_ptr().add(j + 16));
            let a_24 = vld1_f32(a.as_ptr().add(j + 24));
            let a_48 = vld1_f32(a.as_ptr().add(j + 48));
            let a_56 = vld1_f32(a.as_ptr().add(j + 56));
            let a_16_48 = vcombine_f32(a_16, a_48);
            let a_24_56 = vcombine_f32(a_24, a_56);
            let x2r0_2i0_2r1_x2i1 = vaddq_f32(a_16_48, a_24_56);
            let x3r0_3i0_3r1_x3i1 = vsubq_f32(a_16_48, a_24_56);

            let xx0 = vaddq_f32(x0r0_0i0_0r1_x0i1, x2r0_2i0_2r1_x2i1);
            let xx1 = vsubq_f32(x0r0_0i0_0r1_x0i1, x2r0_2i0_2r1_x2i1);

            let x3i0_3r0_3i1_x3r1 = vrev64q_f32(x3r0_3i0_3r1_x3i1);
            let x1_x3_add = vmlaq_f32(x1r0_1i0_1r1_x1i1, vec_swap_sign, x3i0_3r0_3i1_x3r1);
            let x1_x3_sub = vmlsq_f32(x1r0_1i0_1r1_x1i1, vec_swap_sign, x3i0_3r0_3i1_x3r1);

            let yy0_a = vdup_lane_f32(vget_high_f32(x1_x3_add), 0);
            let yy0_s = vdup_lane_f32(vget_high_f32(x1_x3_sub), 0);
            let yy0_as = vcombine_f32(yy0_a, yy0_s);
            let yy1_a = vdup_lane_f32(vget_high_f32(x1_x3_add), 1);
            let yy1_s = vdup_lane_f32(vget_high_f32(x1_x3_sub), 1);
            let yy1_as = vcombine_f32(yy1_a, yy1_s);
            let yy0 = vmlaq_f32(yy0_as, vec_swap_sign, yy1_as);
            let yy4 = vmulq_f32(wk1rv, yy0);

            let xx1_rev = vrev64q_f32(xx1);
            let yy4_rev = vrev64q_f32(yy4);

            vst1_f32(a.as_mut_ptr().add(j), vget_low_f32(xx0));
            vst1_f32(a.as_mut_ptr().add(j + 32), vget_high_f32(xx0));
            vst1_f32(a.as_mut_ptr().add(j + 16), vget_low_f32(xx1));
            vst1_f32(a.as_mut_ptr().add(j + 48), vget_high_f32(xx1_rev));

            a[j + 48] = -a[j + 48];

            vst1_f32(a.as_mut_ptr().add(j + 8), vget_low_f32(x1_x3_add));
            vst1_f32(a.as_mut_ptr().add(j + 24), vget_low_f32(x1_x3_sub));
            vst1_f32(a.as_mut_ptr().add(j + 40), vget_low_f32(yy4));
            vst1_f32(a.as_mut_ptr().add(j + 56), vget_high_f32(yy4_rev));
        }

        // Second block (k=64)
        {
            let k = 64usize;
            let k2 = 4usize; // 2 * k1 where k1 = 2
            let wk2rv = vld1q_f32(RDFT_WK2R.as_ptr().add(k2));
            let wk2iv = vld1q_f32(RDFT_WK2I.as_ptr().add(k2));
            let wk1iv = vld1q_f32(RDFT_WK1I.as_ptr().add(k2));
            let wk3rv = vld1q_f32(RDFT_WK3R.as_ptr().add(k2));
            let wk3iv = vld1q_f32(RDFT_WK3I.as_ptr().add(k2));
            wk1rv = vld1q_f32(RDFT_WK1R.as_ptr().add(k2));

            for j in (k..l + k).step_by(2) {
                let a_00 = vld1_f32(a.as_ptr().add(j));
                let a_08 = vld1_f32(a.as_ptr().add(j + 8));
                let a_32 = vld1_f32(a.as_ptr().add(j + 32));
                let a_40 = vld1_f32(a.as_ptr().add(j + 40));
                let a_00_32 = vcombine_f32(a_00, a_32);
                let a_08_40 = vcombine_f32(a_08, a_40);
                let x0r0_0i0_0r1_x0i1 = vaddq_f32(a_00_32, a_08_40);
                let x1r0_1i0_1r1_x1i1 = vsubq_f32(a_00_32, a_08_40);

                let a_16 = vld1_f32(a.as_ptr().add(j + 16));
                let a_24 = vld1_f32(a.as_ptr().add(j + 24));
                let a_48 = vld1_f32(a.as_ptr().add(j + 48));
                let a_56 = vld1_f32(a.as_ptr().add(j + 56));
                let a_16_48 = vcombine_f32(a_16, a_48);
                let a_24_56 = vcombine_f32(a_24, a_56);
                let x2r0_2i0_2r1_x2i1 = vaddq_f32(a_16_48, a_24_56);
                let x3r0_3i0_3r1_x3i1 = vsubq_f32(a_16_48, a_24_56);

                let xx = vaddq_f32(x0r0_0i0_0r1_x0i1, x2r0_2i0_2r1_x2i1);
                let xx1 = vsubq_f32(x0r0_0i0_0r1_x0i1, x2r0_2i0_2r1_x2i1);
                let x3i0_3r0_3i1_x3r1 = vrev64q_f32(x3r0_3i0_3r1_x3i1);
                let x1_x3_add = vmlaq_f32(x1r0_1i0_1r1_x1i1, vec_swap_sign, x3i0_3r0_3i1_x3r1);
                let x1_x3_sub = vmlsq_f32(x1r0_1i0_1r1_x1i1, vec_swap_sign, x3i0_3r0_3i1_x3r1);

                let mut xx4 = vmulq_f32(wk2rv, xx1);
                let mut xx12 = vmulq_f32(wk1rv, x1_x3_add);
                let mut xx22 = vmulq_f32(wk3rv, x1_x3_sub);
                xx4 = vmlaq_f32(xx4, wk2iv, vrev64q_f32(xx1));
                xx12 = vmlaq_f32(xx12, wk1iv, vrev64q_f32(x1_x3_add));
                xx22 = vmlaq_f32(xx22, wk3iv, vrev64q_f32(x1_x3_sub));

                vst1_f32(a.as_mut_ptr().add(j), vget_low_f32(xx));
                vst1_f32(a.as_mut_ptr().add(j + 32), vget_high_f32(xx));
                vst1_f32(a.as_mut_ptr().add(j + 16), vget_low_f32(xx4));
                vst1_f32(a.as_mut_ptr().add(j + 48), vget_high_f32(xx4));
                vst1_f32(a.as_mut_ptr().add(j + 8), vget_low_f32(xx12));
                vst1_f32(a.as_mut_ptr().add(j + 40), vget_high_f32(xx12));
                vst1_f32(a.as_mut_ptr().add(j + 24), vget_low_f32(xx22));
                vst1_f32(a.as_mut_ptr().add(j + 56), vget_high_f32(xx22));
            }
        }
    }
}

/// Forward real FFT post-processing (NEON).
/// C: `rftfsub_128_neon`
#[target_feature(enable = "neon")]
pub(crate) unsafe fn rftfsub_128_neon(a: &mut [f32; FFT_SIZE]) {
    unsafe {
        let c = &RDFT_W[32..];
        let mm_half = vdupq_n_f32(0.5);

        let mut j1 = 1usize;
        let mut j2 = 2usize;
        while j2 + 7 < 64 {
            let c_j1 = vld1q_f32(c.as_ptr().add(j1));
            let c_k1 = vld1q_f32(c.as_ptr().add(29 - j1));
            let wkrt = vsubq_f32(mm_half, c_k1);
            let wkr = reverse_order_f32x4(wkrt);
            let wki = c_j1;

            // Deinterleaved load: .0 = evens, .1 = odds
            let a_j2_p = vld2q_f32(a.as_ptr().add(j2));
            let k2_0_4 = vld2q_f32(a.as_ptr().add(122 - j2));
            let a_k2_p0 = reverse_order_f32x4(k2_0_4.0);
            let a_k2_p1 = reverse_order_f32x4(k2_0_4.1);

            let xr = vsubq_f32(a_j2_p.0, a_k2_p0);
            let xi = vaddq_f32(a_j2_p.1, a_k2_p1);

            // yr = wkr*xr - wki*xi; yi = wkr*xi + wki*xr
            let yr = vsubq_f32(vmulq_f32(wkr, xr), vmulq_f32(wki, xi));
            let yi = vaddq_f32(vmulq_f32(wkr, xi), vmulq_f32(wki, xr));

            let a_k2_p0n = vaddq_f32(a_k2_p0, yr);
            let a_k2_p1n = vsubq_f32(a_k2_p1, yi);

            // Re-interleave reversed k2 data
            let a_k2_p0nr = vrev64q_f32(a_k2_p0n);
            let a_k2_p1nr = vrev64q_f32(a_k2_p1n);
            let a_k2_n = vzipq_f32(a_k2_p0nr, a_k2_p1nr);

            let a_j2_p_out = float32x4x2_t(vsubq_f32(a_j2_p.0, yr), vsubq_f32(a_j2_p.1, yi));
            vst2q_f32(a.as_mut_ptr().add(j2), a_j2_p_out);

            vst1q_f32(a.as_mut_ptr().add(122 - j2), a_k2_n.1);
            vst1q_f32(a.as_mut_ptr().add(126 - j2), a_k2_n.0);

            j1 += 4;
            j2 += 8;
        }

        // Scalar tail.
        while j2 < 64 {
            let k2 = 128 - j2;
            let k1 = 32 - j1;
            let wkr = 0.5 - c[k1];
            let wki = c[j1];
            let xr = a[j2] - a[k2];
            let xi = a[j2 + 1] + a[k2 + 1];
            let yr = wkr * xr - wki * xi;
            let yi = wkr * xi + wki * xr;
            a[j2] -= yr;
            a[j2 + 1] -= yi;
            a[k2] += yr;
            a[k2 + 1] -= yi;
            j1 += 1;
            j2 += 2;
        }
    }
}

/// Backward real FFT pre-processing (NEON).
/// C: `rftbsub_128_neon`
#[target_feature(enable = "neon")]
pub(crate) unsafe fn rftbsub_128_neon(a: &mut [f32; FFT_SIZE]) {
    unsafe {
        let c = &RDFT_W[32..];
        let mm_half = vdupq_n_f32(0.5);

        a[1] = -a[1];

        let mut j1 = 1usize;
        let mut j2 = 2usize;
        while j2 + 7 < 64 {
            let c_j1 = vld1q_f32(c.as_ptr().add(j1));
            let c_k1 = vld1q_f32(c.as_ptr().add(29 - j1));
            let wkrt = vsubq_f32(mm_half, c_k1);
            let wkr = reverse_order_f32x4(wkrt);
            let wki = c_j1;

            let a_j2_p = vld2q_f32(a.as_ptr().add(j2));
            let k2_0_4 = vld2q_f32(a.as_ptr().add(122 - j2));
            let a_k2_p0 = reverse_order_f32x4(k2_0_4.0);
            let a_k2_p1 = reverse_order_f32x4(k2_0_4.1);

            let xr = vsubq_f32(a_j2_p.0, a_k2_p0);
            let xi = vaddq_f32(a_j2_p.1, a_k2_p1);

            // yr = wkr*xr + wki*xi; yi = wkr*xi - wki*xr (note: signs differ from forward)
            let yr = vaddq_f32(vmulq_f32(wkr, xr), vmulq_f32(wki, xi));
            let yi = vsubq_f32(vmulq_f32(wkr, xi), vmulq_f32(wki, xr));

            let a_k2_p0n = vaddq_f32(a_k2_p0, yr);
            let a_k2_p1n = vsubq_f32(yi, a_k2_p1);

            let a_k2_p0nr = vrev64q_f32(a_k2_p0n);
            let a_k2_p1nr = vrev64q_f32(a_k2_p1n);
            let a_k2_n = vzipq_f32(a_k2_p0nr, a_k2_p1nr);

            let a_j2_p_out = float32x4x2_t(vsubq_f32(a_j2_p.0, yr), vsubq_f32(yi, a_j2_p.1));
            vst2q_f32(a.as_mut_ptr().add(j2), a_j2_p_out);

            vst1q_f32(a.as_mut_ptr().add(122 - j2), a_k2_n.1);
            vst1q_f32(a.as_mut_ptr().add(126 - j2), a_k2_n.0);

            j1 += 4;
            j2 += 8;
        }

        // Scalar tail.
        while j2 < 64 {
            let k2 = 128 - j2;
            let k1 = 32 - j1;
            let wkr = 0.5 - c[k1];
            let wki = c[j1];
            let xr = a[j2] - a[k2];
            let xi = a[j2 + 1] + a[k2 + 1];
            let yr = wkr * xr + wki * xi;
            let yi = wkr * xi - wki * xr;
            a[j2] -= yr;
            a[j2 + 1] = yi - a[j2 + 1];
            a[k2] += yr;
            a[k2 + 1] = yi - a[k2 + 1];
            j1 += 1;
            j2 += 2;
        }

        a[65] = -a[65];
    }
}