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Shunkai Yaoa4ab38c2022-10-14 01:07:47 +00001/*
2 * Copyright (C) 2022 The Android Open Source Project
3 *
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
7 *
8 * http://www.apache.org/licenses/LICENSE-2.0
9 *
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
15 */
16
17#pragma once
18
Shunkai Yao812d5b42022-11-16 18:08:50 +000019#include <algorithm>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000020#include <memory>
21#include <string>
Shunkai Yao0a0c45e2023-02-13 17:41:11 +000022#include <type_traits>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000023#include <unordered_map>
Shunkai Yaof60fc372023-12-12 17:48:18 +000024#include <utility>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000025#include <vector>
26
Mikhail Naganov872d4a62023-03-09 18:19:01 -080027#include <Utils.h>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000028#include <aidl/android/hardware/audio/effect/IEffect.h>
29#include <aidl/android/hardware/audio/effect/IFactory.h>
30#include <aidl/android/media/audio/common/AudioChannelLayout.h>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000031#include <android/binder_auto_utils.h>
32#include <fmq/AidlMessageQueue.h>
Krzysztof KosiƄskia3a78a62023-03-04 00:58:52 +000033#include <gtest/gtest.h>
Shunkai Yao9e60e632023-06-23 04:34:50 +000034#include <system/audio_aidl_utils.h>
Shunkai Yao0a0c45e2023-02-13 17:41:11 +000035#include <system/audio_effects/aidl_effects_utils.h>
Shunkai Yaof8be1ac2023-03-06 18:41:27 +000036#include <system/audio_effects/effect_uuid.h>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000037
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000038#include "EffectFactoryHelper.h"
39#include "TestUtils.h"
Sneha Patil93e4eb52024-02-13 14:09:48 +053040#include "pffft.hpp"
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000041
42using namespace android;
43using aidl::android::hardware::audio::effect::CommandId;
44using aidl::android::hardware::audio::effect::Descriptor;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000045using aidl::android::hardware::audio::effect::IEffect;
Shunkai Yao65c7c702024-01-09 20:50:53 +000046using aidl::android::hardware::audio::effect::kEventFlagDataMqUpdate;
Shunkai Yao41888a22023-04-10 17:13:30 +000047using aidl::android::hardware::audio::effect::kEventFlagNotEmpty;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000048using aidl::android::hardware::audio::effect::Parameter;
Shunkai Yao0a0c45e2023-02-13 17:41:11 +000049using aidl::android::hardware::audio::effect::Range;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000050using aidl::android::hardware::audio::effect::State;
51using aidl::android::hardware::common::fmq::SynchronizedReadWrite;
52using aidl::android::media::audio::common::AudioChannelLayout;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000053using aidl::android::media::audio::common::AudioFormatDescription;
54using aidl::android::media::audio::common::AudioFormatType;
55using aidl::android::media::audio::common::AudioUuid;
56using aidl::android::media::audio::common::PcmType;
Shunkai Yao9e60e632023-06-23 04:34:50 +000057using ::android::audio::utils::toString;
Shunkai Yao41888a22023-04-10 17:13:30 +000058using ::android::hardware::EventFlag;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000059
Shunkai Yao812d5b42022-11-16 18:08:50 +000060const AudioFormatDescription kDefaultFormatDescription = {
Shunkai Yao6afc8552022-10-26 22:47:20 +000061 .type = AudioFormatType::PCM, .pcm = PcmType::FLOAT_32_BIT, .encoding = ""};
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000062
Shunkai Yao812d5b42022-11-16 18:08:50 +000063typedef ::android::AidlMessageQueue<IEffect::Status,
64 ::aidl::android::hardware::common::fmq::SynchronizedReadWrite>
65 StatusMQ;
66typedef ::android::AidlMessageQueue<float,
67 ::aidl::android::hardware::common::fmq::SynchronizedReadWrite>
68 DataMQ;
69
Shunkai Yao9e60e632023-06-23 04:34:50 +000070static inline std::string getPrefix(Descriptor& descriptor) {
Jaideep Sharmae4c7a962023-06-14 19:14:44 +053071 std::string prefix = "Implementor_" + descriptor.common.implementor + "_name_" +
Shunkai Yao9e60e632023-06-23 04:34:50 +000072 descriptor.common.name + "_UUID_" + toString(descriptor.common.id.uuid);
Jaideep Sharmae4c7a962023-06-14 19:14:44 +053073 return prefix;
74}
75
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000076class EffectHelper {
77 public:
Shunkai Yao812d5b42022-11-16 18:08:50 +000078 static void create(std::shared_ptr<IFactory> factory, std::shared_ptr<IEffect>& effect,
Shunkai Yaocb0fc412022-12-15 20:34:32 +000079 Descriptor& desc, binder_status_t status = EX_NONE) {
Shunkai Yao812d5b42022-11-16 18:08:50 +000080 ASSERT_NE(factory, nullptr);
Shunkai Yaocb0fc412022-12-15 20:34:32 +000081 auto& id = desc.common.id;
82 ASSERT_STATUS(status, factory->createEffect(id.uuid, &effect));
Shunkai Yao812d5b42022-11-16 18:08:50 +000083 if (status == EX_NONE) {
Jaideep Sharmae4c7a962023-06-14 19:14:44 +053084 ASSERT_NE(effect, nullptr) << toString(id.uuid);
Shunkai Yao812d5b42022-11-16 18:08:50 +000085 }
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000086 }
87
Shunkai Yaocb0fc412022-12-15 20:34:32 +000088 static void destroyIgnoreRet(std::shared_ptr<IFactory> factory,
89 std::shared_ptr<IEffect> effect) {
90 if (factory && effect) {
91 factory->destroyEffect(effect);
92 }
93 }
94
Shunkai Yao812d5b42022-11-16 18:08:50 +000095 static void destroy(std::shared_ptr<IFactory> factory, std::shared_ptr<IEffect> effect,
96 binder_status_t status = EX_NONE) {
97 ASSERT_NE(factory, nullptr);
98 ASSERT_NE(effect, nullptr);
Shunkai Yaocb0fc412022-12-15 20:34:32 +000099 ASSERT_STATUS(status, factory->destroyEffect(effect));
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000100 }
101
Shunkai Yao812d5b42022-11-16 18:08:50 +0000102 static void open(std::shared_ptr<IEffect> effect, const Parameter::Common& common,
103 const std::optional<Parameter::Specific>& specific,
104 IEffect::OpenEffectReturn* ret, binder_status_t status = EX_NONE) {
105 ASSERT_NE(effect, nullptr);
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000106 ASSERT_STATUS(status, effect->open(common, specific, ret));
Shunkai Yao812d5b42022-11-16 18:08:50 +0000107 }
108
109 static void open(std::shared_ptr<IEffect> effect, int session = 0,
110 binder_status_t status = EX_NONE) {
111 ASSERT_NE(effect, nullptr);
112 Parameter::Common common = EffectHelper::createParamCommon(session);
113 IEffect::OpenEffectReturn ret;
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000114 ASSERT_NO_FATAL_FAILURE(open(effect, common, std::nullopt /* specific */, &ret, status));
Shunkai Yao812d5b42022-11-16 18:08:50 +0000115 }
116
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000117 static void closeIgnoreRet(std::shared_ptr<IEffect> effect) {
118 if (effect) {
119 effect->close();
120 }
121 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000122 static void close(std::shared_ptr<IEffect> effect, binder_status_t status = EX_NONE) {
123 if (effect) {
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000124 ASSERT_STATUS(status, effect->close());
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000125 }
126 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000127 static void getDescriptor(std::shared_ptr<IEffect> effect, Descriptor& desc,
128 binder_status_t status = EX_NONE) {
129 ASSERT_NE(effect, nullptr);
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000130 ASSERT_STATUS(status, effect->getDescriptor(&desc));
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000131 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000132 static void expectState(std::shared_ptr<IEffect> effect, State expectState,
133 binder_status_t status = EX_NONE) {
134 ASSERT_NE(effect, nullptr);
135 State state;
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000136 ASSERT_STATUS(status, effect->getState(&state));
137 ASSERT_EQ(expectState, state);
138 }
139 static void commandIgnoreRet(std::shared_ptr<IEffect> effect, CommandId command) {
140 if (effect) {
141 effect->command(command);
142 }
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000143 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000144 static void command(std::shared_ptr<IEffect> effect, CommandId command,
145 binder_status_t status = EX_NONE) {
146 ASSERT_NE(effect, nullptr);
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000147 ASSERT_STATUS(status, effect->command(command));
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000148 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000149 static void allocateInputData(const Parameter::Common common, std::unique_ptr<DataMQ>& mq,
150 std::vector<float>& buffer) {
151 ASSERT_NE(mq, nullptr);
Mikhail Naganov872d4a62023-03-09 18:19:01 -0800152 auto frameSize = ::aidl::android::hardware::audio::common::getFrameSizeInBytes(
Shunkai Yao812d5b42022-11-16 18:08:50 +0000153 common.input.base.format, common.input.base.channelMask);
154 const size_t floatsToWrite = mq->availableToWrite();
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000155 ASSERT_NE(0UL, floatsToWrite);
156 ASSERT_EQ(frameSize * common.input.frameCount, floatsToWrite * sizeof(float));
Shunkai Yao812d5b42022-11-16 18:08:50 +0000157 buffer.resize(floatsToWrite);
158 std::fill(buffer.begin(), buffer.end(), 0x5a);
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000159 }
Shunkai Yao41888a22023-04-10 17:13:30 +0000160 static void writeToFmq(std::unique_ptr<StatusMQ>& statusMq, std::unique_ptr<DataMQ>& dataMq,
161 const std::vector<float>& buffer) {
162 const size_t available = dataMq->availableToWrite();
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000163 ASSERT_NE(0Ul, available);
Shunkai Yao812d5b42022-11-16 18:08:50 +0000164 auto bufferFloats = buffer.size();
165 auto floatsToWrite = std::min(available, bufferFloats);
Shunkai Yao41888a22023-04-10 17:13:30 +0000166 ASSERT_TRUE(dataMq->write(buffer.data(), floatsToWrite));
167
168 EventFlag* efGroup;
169 ASSERT_EQ(::android::OK,
170 EventFlag::createEventFlag(statusMq->getEventFlagWord(), &efGroup));
171 ASSERT_NE(nullptr, efGroup);
172 efGroup->wake(kEventFlagNotEmpty);
173 ASSERT_EQ(::android::OK, EventFlag::deleteEventFlag(&efGroup));
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000174 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000175 static void readFromFmq(std::unique_ptr<StatusMQ>& statusMq, size_t statusNum,
176 std::unique_ptr<DataMQ>& dataMq, size_t expectFloats,
Shunkai Yaob49631f2023-02-03 01:44:32 +0000177 std::vector<float>& buffer,
178 std::optional<int> expectStatus = STATUS_OK) {
179 if (0 == statusNum) {
180 ASSERT_EQ(0ul, statusMq->availableToRead());
181 return;
182 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000183 IEffect::Status status{};
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000184 ASSERT_TRUE(statusMq->readBlocking(&status, statusNum));
Shunkai Yaob49631f2023-02-03 01:44:32 +0000185 if (expectStatus.has_value()) {
186 ASSERT_EQ(expectStatus.value(), status.status);
187 }
188
189 ASSERT_EQ(expectFloats, (unsigned)status.fmqProduced);
190 ASSERT_EQ(expectFloats, dataMq->availableToRead());
191 if (expectFloats != 0) {
192 ASSERT_TRUE(dataMq->read(buffer.data(), expectFloats));
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000193 }
194 }
Shunkai Yao65c7c702024-01-09 20:50:53 +0000195 static void expectDataMqUpdateEventFlag(std::unique_ptr<StatusMQ>& statusMq) {
196 EventFlag* efGroup;
197 ASSERT_EQ(::android::OK,
198 EventFlag::createEventFlag(statusMq->getEventFlagWord(), &efGroup));
199 ASSERT_NE(nullptr, efGroup);
200 uint32_t efState = 0;
201 EXPECT_EQ(::android::OK, efGroup->wait(kEventFlagDataMqUpdate, &efState, 1'000'000 /*1ms*/,
202 true /* retry */));
203 EXPECT_TRUE(efState & kEventFlagDataMqUpdate);
204 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000205 static Parameter::Common createParamCommon(
206 int session = 0, int ioHandle = -1, int iSampleRate = 48000, int oSampleRate = 48000,
207 long iFrameCount = 0x100, long oFrameCount = 0x100,
208 AudioChannelLayout inputChannelLayout =
209 AudioChannelLayout::make<AudioChannelLayout::layoutMask>(
210 AudioChannelLayout::LAYOUT_STEREO),
211 AudioChannelLayout outputChannelLayout =
212 AudioChannelLayout::make<AudioChannelLayout::layoutMask>(
213 AudioChannelLayout::LAYOUT_STEREO)) {
214 Parameter::Common common;
215 common.session = session;
216 common.ioHandle = ioHandle;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000217
Shunkai Yao812d5b42022-11-16 18:08:50 +0000218 auto& input = common.input;
219 auto& output = common.output;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000220 input.base.sampleRate = iSampleRate;
Shunkai Yao812d5b42022-11-16 18:08:50 +0000221 input.base.channelMask = inputChannelLayout;
222 input.base.format = kDefaultFormatDescription;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000223 input.frameCount = iFrameCount;
224 output.base.sampleRate = oSampleRate;
Shunkai Yao812d5b42022-11-16 18:08:50 +0000225 output.base.channelMask = outputChannelLayout;
226 output.base.format = kDefaultFormatDescription;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000227 output.frameCount = oFrameCount;
Shunkai Yao812d5b42022-11-16 18:08:50 +0000228 return common;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000229 }
230
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000231 typedef ::android::AidlMessageQueue<
232 IEffect::Status, ::aidl::android::hardware::common::fmq::SynchronizedReadWrite>
233 StatusMQ;
234 typedef ::android::AidlMessageQueue<
Shunkai Yao6afc8552022-10-26 22:47:20 +0000235 float, ::aidl::android::hardware::common::fmq::SynchronizedReadWrite>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000236 DataMQ;
237
238 class EffectParam {
239 public:
240 std::unique_ptr<StatusMQ> statusMQ;
241 std::unique_ptr<DataMQ> inputMQ;
242 std::unique_ptr<DataMQ> outputMQ;
243 };
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000244
245 template <typename T, Range::Tag tag>
246 static bool isParameterValid(const T& target, const Descriptor& desc) {
247 if (desc.capability.range.getTag() != tag) {
248 return true;
249 }
250 const auto& ranges = desc.capability.range.get<tag>();
251 return inRange(target, ranges);
252 }
253
254 /**
255 * Add to test value set: (min+max)/2, minimum/maximum numeric limits, and min-1/max+1 if
256 * result still in numeric limits after -1/+1.
257 * Only use this when the type of test value is basic type (std::is_arithmetic return true).
258 */
259 template <typename S, typename = std::enable_if_t<std::is_arithmetic_v<S>>>
260 static std::set<S> expandTestValueBasic(std::set<S>& s) {
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000261 const auto minLimit = std::numeric_limits<S>::min(),
262 maxLimit = std::numeric_limits<S>::max();
263 if (s.size()) {
Shraddha Basantwanib76f5ab2023-03-27 16:00:03 +0530264 const auto min = *s.begin(), max = *s.rbegin();
Shunkai Yao5ed80c52023-09-07 17:42:39 +0000265 s.insert((min & max) + ((min ^ max) >> 1));
266 if (min > minLimit + 1) {
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000267 s.insert(min - 1);
268 }
Shunkai Yao5ed80c52023-09-07 17:42:39 +0000269 if (max < maxLimit - 1) {
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000270 s.insert(max + 1);
271 }
272 }
273 s.insert(minLimit);
274 s.insert(maxLimit);
275 return s;
276 }
277
Shunkai Yaof60fc372023-12-12 17:48:18 +0000278 template <typename T, typename S, Range::Tag R, typename T::Tag tag>
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000279 static std::set<S> getTestValueSet(
Shunkai Yaof60fc372023-12-12 17:48:18 +0000280 std::vector<std::pair<std::shared_ptr<IFactory>, Descriptor>> descList) {
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000281 std::set<S> result;
Shunkai Yaof60fc372023-12-12 17:48:18 +0000282 for (const auto& [_, desc] : descList) {
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000283 if (desc.capability.range.getTag() == R) {
284 const auto& ranges = desc.capability.range.get<R>();
285 for (const auto& range : ranges) {
286 if (range.min.getTag() == tag) {
287 result.insert(range.min.template get<tag>());
288 }
289 if (range.max.getTag() == tag) {
290 result.insert(range.max.template get<tag>());
291 }
292 }
293 }
294 }
Shunkai Yaof60fc372023-12-12 17:48:18 +0000295 return result;
296 }
297
298 template <typename T, typename S, Range::Tag R, typename T::Tag tag, typename Functor>
299 static std::set<S> getTestValueSet(
300 std::vector<std::pair<std::shared_ptr<IFactory>, Descriptor>> descList,
301 Functor functor) {
302 auto result = getTestValueSet<T, S, R, tag>(descList);
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000303 return functor(result);
304 }
Sneha Patilf533b502023-10-25 12:39:55 +0530305
306 static void processAndWriteToOutput(std::vector<float>& inputBuffer,
307 std::vector<float>& outputBuffer,
308 const std::shared_ptr<IEffect>& mEffect,
309 IEffect::OpenEffectReturn* mOpenEffectReturn) {
310 // Initialize AidlMessagequeues
311 auto statusMQ = std::make_unique<EffectHelper::StatusMQ>(mOpenEffectReturn->statusMQ);
312 ASSERT_TRUE(statusMQ->isValid());
313 auto inputMQ = std::make_unique<EffectHelper::DataMQ>(mOpenEffectReturn->inputDataMQ);
314 ASSERT_TRUE(inputMQ->isValid());
315 auto outputMQ = std::make_unique<EffectHelper::DataMQ>(mOpenEffectReturn->outputDataMQ);
316 ASSERT_TRUE(outputMQ->isValid());
317
318 // Enabling the process
319 ASSERT_NO_FATAL_FAILURE(command(mEffect, CommandId::START));
320 ASSERT_NO_FATAL_FAILURE(expectState(mEffect, State::PROCESSING));
321
322 // Write from buffer to message queues and calling process
323 EXPECT_NO_FATAL_FAILURE(EffectHelper::writeToFmq(statusMQ, inputMQ, inputBuffer));
324
325 // Read the updated message queues into buffer
326 EXPECT_NO_FATAL_FAILURE(EffectHelper::readFromFmq(statusMQ, 1, outputMQ,
327 outputBuffer.size(), outputBuffer));
328
329 // Disable the process
330 ASSERT_NO_FATAL_FAILURE(command(mEffect, CommandId::RESET));
331 ASSERT_NO_FATAL_FAILURE(expectState(mEffect, State::IDLE));
332 }
Sneha Patil93e4eb52024-02-13 14:09:48 +0530333
334 // Find FFT bin indices for testFrequencies and get bin center frequencies
335 void roundToFreqCenteredToFftBin(std::vector<int>& testFrequencies,
336 std::vector<int>& binOffsets, const float kBinWidth) {
337 for (size_t i = 0; i < testFrequencies.size(); i++) {
338 binOffsets[i] = std::round(testFrequencies[i] / kBinWidth);
339 testFrequencies[i] = std::round(binOffsets[i] * kBinWidth);
340 }
341 }
342
343 // Generate multitone input between -1 to +1 using testFrequencies
344 void generateMultiTone(const std::vector<int>& testFrequencies, std::vector<float>& input,
345 const int samplingFrequency) {
346 for (size_t i = 0; i < input.size(); i++) {
347 input[i] = 0;
348
349 for (size_t j = 0; j < testFrequencies.size(); j++) {
350 input[i] += sin(2 * M_PI * testFrequencies[j] * i / samplingFrequency);
351 }
352 input[i] /= testFrequencies.size();
353 }
354 }
355
356 // Use FFT transform to convert the buffer to frequency domain
357 // Compute its magnitude at binOffsets
358 std::vector<float> calculateMagnitude(const std::vector<float>& buffer,
359 const std::vector<int>& binOffsets, const int nPointFFT) {
360 std::vector<float> fftInput(nPointFFT);
361 PFFFT_Setup* inputHandle = pffft_new_setup(nPointFFT, PFFFT_REAL);
362 pffft_transform_ordered(inputHandle, buffer.data(), fftInput.data(), nullptr,
363 PFFFT_FORWARD);
364 pffft_destroy_setup(inputHandle);
365 std::vector<float> bufferMag(binOffsets.size());
366 for (size_t i = 0; i < binOffsets.size(); i++) {
367 size_t k = binOffsets[i];
368 bufferMag[i] = sqrt((fftInput[k * 2] * fftInput[k * 2]) +
369 (fftInput[k * 2 + 1] * fftInput[k * 2 + 1]));
370 }
371
372 return bufferMag;
373 }
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000374};