15821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// Copyright (c) 2012 The Chromium Authors. All rights reserved.
25821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// Use of this source code is governed by a BSD-style license that can be
35821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// found in the LICENSE file.
45821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)//
5b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// Initial input buffer layout, dividing into regions r0_ to r4_ (note: r0_, r3_
6b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// and r4_ will move after the first load):
75821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)//
85821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// |----------------|-----------------------------------------|----------------|
95821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)//
10b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//                                        request_frames_
115821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)//                   <--------------------------------------------------------->
12b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//                                    r0_ (during first load)
135821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)//
145821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)//  kKernelSize / 2   kKernelSize / 2         kKernelSize / 2   kKernelSize / 2
155821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// <---------------> <--------------->       <---------------> <--------------->
165821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)//        r1_               r2_                     r3_               r4_
175821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)//
18b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//                             block_size_ == r4_ - r2_
19b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//                   <--------------------------------------->
20b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
21b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//                                                  request_frames_
22b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//                                    <------------------ ... ----------------->
23b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//                                               r0_ (during second load)
24b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
25b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// On the second request r0_ slides to the right by kKernelSize / 2 and r3_, r4_
26b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// and block_size_ are reinitialized via step (3) in the algorithm below.
27b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
28b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// These new regions remain constant until a Flush() occurs.  While complicated,
29b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// this allows us to reduce jitter by always requesting the same amount from the
30b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// provided callback.
315821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)//
325821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// The algorithm:
335821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)//
34b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// 1) Allocate input_buffer of size: request_frames_ + kKernelSize; this ensures
35b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//    there's enough room to read request_frames_ from the callback into region
36b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//    r0_ (which will move between the first and subsequent passes).
37b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
38b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// 2) Let r1_, r2_ each represent half the kernel centered around r0_:
39b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
40b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//        r0_ = input_buffer_ + kKernelSize / 2
41b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//        r1_ = input_buffer_
42b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//        r2_ = r0_
43b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
44b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//    r0_ is always request_frames_ in size.  r1_, r2_ are kKernelSize / 2 in
45b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//    size.  r1_ must be zero initialized to avoid convolution with garbage (see
46b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//    step (5) for why).
47b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
48b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// 3) Let r3_, r4_ each represent half the kernel right aligned with the end of
49b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//    r0_ and choose block_size_ as the distance in frames between r4_ and r2_:
50b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
51b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//        r3_ = r0_ + request_frames_ - kKernelSize
52b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//        r4_ = r0_ + request_frames_ - kKernelSize / 2
53b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//        block_size_ = r4_ - r2_ = request_frames_ - kKernelSize / 2
54b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
55b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// 4) Consume request_frames_ frames into r0_.
56b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
57b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// 5) Position kernel centered at start of r2_ and generate output frames until
58b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//    the kernel is centered at the start of r4_ or we've finished generating
59b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//    all the output frames.
60b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
61b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// 6) Wrap left over data from the r3_ to r1_ and r4_ to r2_.
62b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
63b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// 7) If we're on the second load, in order to avoid overwriting the frames we
64b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//    just wrapped from r4_ we need to slide r0_ to the right by the size of
65b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//    r4_, which is kKernelSize / 2:
66b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
67b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//        r0_ = r0_ + kKernelSize / 2 = input_buffer_ + kKernelSize
68b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
69b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//    r3_, r4_, and block_size_ then need to be reinitialized, so goto (3).
70b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)//
71b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)// 8) Else, if we're not on the second load, goto (4).
725821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)//
735821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// Note: we're glossing over how the sub-sample handling works with
745821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// |virtual_source_idx_|, etc.
755821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
765821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)// MSVC++ requires this to be set before any other includes to get M_PI.
775821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#define _USE_MATH_DEFINES
785821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
795821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include "media/base/sinc_resampler.h"
805821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
815821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include <cmath>
82c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)#include <limits>
835821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
845821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include "base/cpu.h"
855821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include "base/logging.h"
865821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
875821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#if defined(ARCH_CPU_ARM_FAMILY) && defined(USE_NEON)
885821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#include <arm_neon.h>
895821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#endif
905821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
915821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)namespace media {
925821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
93c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)static double SincScaleFactor(double io_ratio) {
94c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  // |sinc_scale_factor| is basically the normalized cutoff frequency of the
95c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  // low-pass filter.
96c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  double sinc_scale_factor = io_ratio > 1.0 ? 1.0 / io_ratio : 1.0;
97c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)
98c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  // The sinc function is an idealized brick-wall filter, but since we're
99c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  // windowing it the transition from pass to stop does not happen right away.
100c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  // So we should adjust the low pass filter cutoff slightly downward to avoid
101c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  // some aliasing at the very high-end.
102c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  // TODO(crogers): this value is empirical and to be more exact should vary
103c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  // depending on kKernelSize.
104c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  sinc_scale_factor *= 0.9;
105c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)
106c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  return sinc_scale_factor;
107c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)}
108c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)
10990dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)// If we know the minimum architecture at compile time, avoid CPU detection.
11090dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)// Force NaCl code to use C routines since (at present) nothing there uses these
11158537e28ecd584eab876aee8be7156509866d23aTorne (Richard Coles)// methods and plumbing the -msse built library is non-trivial.
11258537e28ecd584eab876aee8be7156509866d23aTorne (Richard Coles)#if defined(ARCH_CPU_X86_FAMILY) && !defined(OS_NACL)
11390dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)#if defined(__SSE__)
11490dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)#define CONVOLVE_FUNC Convolve_SSE
11590dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)void SincResampler::InitializeCPUSpecificFeatures() {}
11690dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)#else
11790dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)// X86 CPU detection required.  Functions will be set by
11890dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)// InitializeCPUSpecificFeatures().
11990dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)// TODO(dalecurtis): Once Chrome moves to an SSE baseline this can be removed.
12090dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)#define CONVOLVE_FUNC g_convolve_proc_
12190dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)
12290dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)typedef float (*ConvolveProc)(const float*, const float*, const float*, double);
12390dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)static ConvolveProc g_convolve_proc_ = NULL;
12490dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)
12590dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)void SincResampler::InitializeCPUSpecificFeatures() {
12690dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)  CHECK(!g_convolve_proc_);
12790dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)  g_convolve_proc_ = base::CPU().has_sse() ? Convolve_SSE : Convolve_C;
12890dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)}
12990dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)#endif
13090dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)#elif defined(ARCH_CPU_ARM_FAMILY) && defined(USE_NEON)
13190dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)#define CONVOLVE_FUNC Convolve_NEON
13290dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)void SincResampler::InitializeCPUSpecificFeatures() {}
13390dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)#else
13490dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)// Unknown architecture.
13590dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)#define CONVOLVE_FUNC Convolve_C
13690dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)void SincResampler::InitializeCPUSpecificFeatures() {}
13790dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)#endif
13890dce4d38c5ff5333bea97d859d4e484e27edf0cTorne (Richard Coles)
139b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)SincResampler::SincResampler(double io_sample_rate_ratio,
1407dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch                             int request_frames,
141b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)                             const ReadCB& read_cb)
1425821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    : io_sample_rate_ratio_(io_sample_rate_ratio),
1435821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      read_cb_(read_cb),
144b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)      request_frames_(request_frames),
145b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)      input_buffer_size_(request_frames_ + kKernelSize),
1465821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      // Create input buffers with a 16-byte alignment for SSE optimizations.
1475821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      kernel_storage_(static_cast<float*>(
1485821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)          base::AlignedAlloc(sizeof(float) * kKernelStorageSize, 16))),
149c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      kernel_pre_sinc_storage_(static_cast<float*>(
150c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)          base::AlignedAlloc(sizeof(float) * kKernelStorageSize, 16))),
151c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      kernel_window_storage_(static_cast<float*>(
152c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)          base::AlignedAlloc(sizeof(float) * kKernelStorageSize, 16))),
1535821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      input_buffer_(static_cast<float*>(
154b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)          base::AlignedAlloc(sizeof(float) * input_buffer_size_, 16))),
1555821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      r1_(input_buffer_.get()),
1564e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)      r2_(input_buffer_.get() + kKernelSize / 2),
1574e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)      currently_resampling_(0) {
1587dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch  CHECK_GT(request_frames_, 0);
159b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  Flush();
1607dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch  CHECK_GT(block_size_, kKernelSize)
161b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)      << "block_size must be greater than kKernelSize!";
1625821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
1635821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  memset(kernel_storage_.get(), 0,
1645821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)         sizeof(*kernel_storage_.get()) * kKernelStorageSize);
165c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  memset(kernel_pre_sinc_storage_.get(), 0,
166c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)         sizeof(*kernel_pre_sinc_storage_.get()) * kKernelStorageSize);
167c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  memset(kernel_window_storage_.get(), 0,
168c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)         sizeof(*kernel_window_storage_.get()) * kKernelStorageSize);
1695821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
1705821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  InitializeKernel();
1715821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
1725821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
1734e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)SincResampler::~SincResampler() {
1744e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)  // TODO(dalecurtis): Remove debugging for http://crbug.com/295278
1754e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)  CHECK(base::AtomicRefCountIsZero(&currently_resampling_));
1764e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)}
1775821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
178b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)void SincResampler::UpdateRegions(bool second_load) {
179b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  // Setup various region pointers in the buffer (see diagram above).  If we're
180b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  // on the second load we need to slide r0_ to the right by kKernelSize / 2.
181b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  r0_ = input_buffer_.get() + (second_load ? kKernelSize : kKernelSize / 2);
182b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  r3_ = r0_ + request_frames_ - kKernelSize;
183b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  r4_ = r0_ + request_frames_ - kKernelSize / 2;
184b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  block_size_ = r4_ - r2_;
185b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)
186b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  // r1_ at the beginning of the buffer.
187b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  CHECK_EQ(r1_, input_buffer_.get());
188b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  // r1_ left of r2_, r4_ left of r3_ and size correct.
189b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  CHECK_EQ(r2_ - r1_, r4_ - r3_);
190b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  // r2_ left of r3.
191b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  CHECK_LT(r2_, r3_);
192b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)}
193b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)
1945821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)void SincResampler::InitializeKernel() {
1955821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Blackman window parameters.
1965821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  static const double kAlpha = 0.16;
1975821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  static const double kA0 = 0.5 * (1.0 - kAlpha);
1985821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  static const double kA1 = 0.5;
1995821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  static const double kA2 = 0.5 * kAlpha;
2005821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
2015821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Generates a set of windowed sinc() kernels.
2025821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // We generate a range of sub-sample offsets from 0.0 to 1.0.
203c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  const double sinc_scale_factor = SincScaleFactor(io_sample_rate_ratio_);
2045821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  for (int offset_idx = 0; offset_idx <= kKernelOffsetCount; ++offset_idx) {
205c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)    const float subsample_offset =
206c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)        static_cast<float>(offset_idx) / kKernelOffsetCount;
2075821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
2085821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    for (int i = 0; i < kKernelSize; ++i) {
209c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      const int idx = i + offset_idx * kKernelSize;
210c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      const float pre_sinc = M_PI * (i - kKernelSize / 2 - subsample_offset);
211c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      kernel_pre_sinc_storage_[idx] = pre_sinc;
2125821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
2135821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      // Compute Blackman window, matching the offset of the sinc().
214c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      const float x = (i - subsample_offset) / kKernelSize;
215c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      const float window = kA0 - kA1 * cos(2.0 * M_PI * x) + kA2
2165821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)          * cos(4.0 * M_PI * x);
217c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      kernel_window_storage_[idx] = window;
218c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)
219c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      // Compute the sinc with offset, then window the sinc() function and store
220c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      // at the correct offset.
221c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      if (pre_sinc == 0) {
222c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)        kernel_storage_[idx] = sinc_scale_factor * window;
223c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      } else {
224c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)        kernel_storage_[idx] =
225c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)            window * sin(sinc_scale_factor * pre_sinc) / pre_sinc;
226c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      }
227c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)    }
228c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  }
229c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)}
230c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)
231c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)void SincResampler::SetRatio(double io_sample_rate_ratio) {
232c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  if (fabs(io_sample_rate_ratio_ - io_sample_rate_ratio) <
233c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      std::numeric_limits<double>::epsilon()) {
234c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)    return;
235c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  }
236c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)
237c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  io_sample_rate_ratio_ = io_sample_rate_ratio;
2385821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
239c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  // Optimize reinitialization by reusing values which are independent of
240c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  // |sinc_scale_factor|.  Provides a 3x speedup.
241c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  const double sinc_scale_factor = SincScaleFactor(io_sample_rate_ratio_);
242c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)  for (int offset_idx = 0; offset_idx <= kKernelOffsetCount; ++offset_idx) {
243c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)    for (int i = 0; i < kKernelSize; ++i) {
244c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      const int idx = i + offset_idx * kKernelSize;
245c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      const float window = kernel_window_storage_[idx];
246c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      const float pre_sinc = kernel_pre_sinc_storage_[idx];
247c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)
248c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      if (pre_sinc == 0) {
249c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)        kernel_storage_[idx] = sinc_scale_factor * window;
250c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      } else {
251c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)        kernel_storage_[idx] =
252c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)            window * sin(sinc_scale_factor * pre_sinc) / pre_sinc;
253c2e0dbddbe15c98d52c4786dac06cb8952a8ae6dTorne (Richard Coles)      }
2545821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    }
2555821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
2565821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
2575821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
258b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)void SincResampler::Resample(int frames, float* destination) {
2594e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)  base::AtomicRefCountInc(&currently_resampling_);
2604e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)
2615821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  int remaining_frames = frames;
2625821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
2635821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Step (1) -- Prime the input buffer at the start of the input stream.
2647dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch  if (!buffer_primed_ && remaining_frames) {
265b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)    read_cb_.Run(request_frames_, r0_);
2665821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    buffer_primed_ = true;
2675821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
2685821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
2697dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch  // Step (2) -- Resample!  const what we can outside of the loop for speed.  It
2707dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch  // actually has an impact on ARM performance.  See inner loop comment below.
2717dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch  const double current_io_ratio = io_sample_rate_ratio_;
2727dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch  const float* const kernel_ptr = kernel_storage_.get();
2735821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  while (remaining_frames) {
2747dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch    // |i| may be negative if the last Resample() call ended on an iteration
2757dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch    // that put |virtual_source_idx_| over the limit.
2767dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch    //
2777dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch    // Note: The loop construct here can severely impact performance on ARM
2787dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch    // or when built with clang.  See https://codereview.chromium.org/18566009/
2797dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch    for (int i = ceil((block_size_ - virtual_source_idx_) / current_io_ratio);
2807dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch         i > 0; --i) {
2817dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch      DCHECK_LT(virtual_source_idx_, block_size_);
2827dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch
2835821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      // |virtual_source_idx_| lies in between two kernel offsets so figure out
2845821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      // what they are.
285b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)      const int source_idx = virtual_source_idx_;
286b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)      const double subsample_remainder = virtual_source_idx_ - source_idx;
2875821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
288b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)      const double virtual_offset_idx =
289b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)          subsample_remainder * kKernelOffsetCount;
290b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)      const int offset_idx = virtual_offset_idx;
2915821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
2925821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      // We'll compute "convolutions" for the two kernels which straddle
2935821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      // |virtual_source_idx_|.
2947dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch      const float* const k1 = kernel_ptr + offset_idx * kKernelSize;
2957dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch      const float* const k2 = k1 + kKernelSize;
2965821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
2972a99a7e74a7f215066514fe81d2bfa6639d9edddTorne (Richard Coles)      // Ensure |k1|, |k2| are 16-byte aligned for SIMD usage.  Should always be
2982a99a7e74a7f215066514fe81d2bfa6639d9edddTorne (Richard Coles)      // true so long as kKernelSize is a multiple of 16.
2992a99a7e74a7f215066514fe81d2bfa6639d9edddTorne (Richard Coles)      DCHECK_EQ(0u, reinterpret_cast<uintptr_t>(k1) & 0x0F);
3002a99a7e74a7f215066514fe81d2bfa6639d9edddTorne (Richard Coles)      DCHECK_EQ(0u, reinterpret_cast<uintptr_t>(k2) & 0x0F);
3012a99a7e74a7f215066514fe81d2bfa6639d9edddTorne (Richard Coles)
3025821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      // Initialize input pointer based on quantized |virtual_source_idx_|.
3037dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch      const float* const input_ptr = r1_ + source_idx;
3045821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3055821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      // Figure out how much to weight each kernel's "convolution".
306b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)      const double kernel_interpolation_factor =
307b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)          virtual_offset_idx - offset_idx;
3082a99a7e74a7f215066514fe81d2bfa6639d9edddTorne (Richard Coles)      *destination++ = CONVOLVE_FUNC(
3095821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)          input_ptr, k1, k2, kernel_interpolation_factor);
3105821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3115821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      // Advance the virtual index.
3127dbb3d5cf0c15f500944d211057644d6a2f37371Ben Murdoch      virtual_source_idx_ += current_io_ratio;
3135821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3144e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)      if (!--remaining_frames) {
3154e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)        CHECK(!base::AtomicRefCountDec(&currently_resampling_));
3165821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)        return;
3174e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)      }
3185821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    }
3195821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3205821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    // Wrap back around to the start.
321b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)    virtual_source_idx_ -= block_size_;
3225821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
323b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)    // Step (3) -- Copy r3_, r4_ to r1_, r2_.
3245821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    // This wraps the last input frames back to the start of the buffer.
325b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)    memcpy(r1_, r3_, sizeof(*input_buffer_.get()) * kKernelSize);
326b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)
327b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)    // Step (4) -- Reinitialize regions if necessary.
328b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)    if (r0_ == r2_)
329b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)      UpdateRegions(true);
3305821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
331b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)    // Step (5) -- Refresh the buffer with more input.
332b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)    read_cb_.Run(request_frames_, r0_);
3335821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
3344e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)
3354e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)  CHECK(!base::AtomicRefCountDec(&currently_resampling_));
3365821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
3375821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3382a99a7e74a7f215066514fe81d2bfa6639d9edddTorne (Richard Coles)#undef CONVOLVE_FUNC
3392a99a7e74a7f215066514fe81d2bfa6639d9edddTorne (Richard Coles)
3402a99a7e74a7f215066514fe81d2bfa6639d9edddTorne (Richard Coles)int SincResampler::ChunkSize() const {
341b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  return block_size_ / io_sample_rate_ratio_;
3425821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
3435821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3445821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)void SincResampler::Flush() {
3454e180b6a0b4720a9b8e9e959a882386f690f08ffTorne (Richard Coles)  CHECK(base::AtomicRefCountIsZero(&currently_resampling_));
3465821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  virtual_source_idx_ = 0;
3475821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  buffer_primed_ = false;
348b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  memset(input_buffer_.get(), 0,
349b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)         sizeof(*input_buffer_.get()) * input_buffer_size_);
350b2df76ea8fec9e32f6f3718986dba0d95315b29cTorne (Richard Coles)  UpdateRegions(false);
3515821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
3525821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3535821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)float SincResampler::Convolve_C(const float* input_ptr, const float* k1,
3545821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)                                const float* k2,
3555821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)                                double kernel_interpolation_factor) {
3565821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  float sum1 = 0;
3575821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  float sum2 = 0;
3585821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3595821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Generate a single output sample.  Unrolling this loop hurt performance in
3605821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // local testing.
3615821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  int n = kKernelSize;
3625821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  while (n--) {
3635821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    sum1 += *input_ptr * *k1++;
3645821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    sum2 += *input_ptr++ * *k2++;
3655821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
3665821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3675821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Linearly interpolate the two "convolutions".
3685821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  return (1.0 - kernel_interpolation_factor) * sum1
3695821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      + kernel_interpolation_factor * sum2;
3705821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
3715821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3725821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#if defined(ARCH_CPU_ARM_FAMILY) && defined(USE_NEON)
3735821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)float SincResampler::Convolve_NEON(const float* input_ptr, const float* k1,
3745821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)                                   const float* k2,
3755821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)                                   double kernel_interpolation_factor) {
3765821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  float32x4_t m_input;
3775821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  float32x4_t m_sums1 = vmovq_n_f32(0);
3785821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  float32x4_t m_sums2 = vmovq_n_f32(0);
3795821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3805821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  const float* upper = input_ptr + kKernelSize;
3815821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  for (; input_ptr < upper; ) {
3825821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    m_input = vld1q_f32(input_ptr);
3835821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    input_ptr += 4;
3845821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    m_sums1 = vmlaq_f32(m_sums1, m_input, vld1q_f32(k1));
3855821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    k1 += 4;
3865821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    m_sums2 = vmlaq_f32(m_sums2, m_input, vld1q_f32(k2));
3875821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)    k2 += 4;
3885821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  }
3895821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3905821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Linearly interpolate the two "convolutions".
3915821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  m_sums1 = vmlaq_f32(
3925821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      vmulq_f32(m_sums1, vmovq_n_f32(1.0 - kernel_interpolation_factor)),
3935821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)      m_sums2, vmovq_n_f32(kernel_interpolation_factor));
3945821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
3955821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  // Sum components together.
3965821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  float32x2_t m_half = vadd_f32(vget_high_f32(m_sums1), vget_low_f32(m_sums1));
3975821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)  return vget_lane_f32(vpadd_f32(m_half, m_half), 0);
3985821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}
3995821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)#endif
4005821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)
4015821806d5e7f356e8fa4b058a389a808ea183019Torne (Richard Coles)}  // namespace media
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