WebRTC音视频之噪音消除功能
Posted hbblzjy
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WebRTC对于ios和android的音频处理,是有很大的不同的,WebRTC基本上是使用的iOS自身的音频降噪、环境音处理、人声增益处理,因为WebRTC认为iOS的音频处理已经满足相对理想的效果,所以在算法处理上进行了iOS和Android的区分。
但是我研究发现,如果将WebRTC用于Android的算法,也用于iOS,在部分手机上还是有相当的效果,现在就是将修改的噪音消除的代码奉上,以供参考。
bool WebRtcVoiceEngine::ApplyOptions(const AudioOptions& options_in)
RTC_DCHECK(worker_thread_checker_.IsCurrent());
RTC_LOG(LS_INFO) << "WebRtcVoiceEngine::ApplyOptions: "
<< options_in.ToString();
AudioOptions options = options_in; // The options are modified below.
// Set and adjust echo canceller options.
// kEcConference is AEC with high suppression.
webrtc::EcModes ec_mode = webrtc::kEcConference;
#if defined(WEBRTC_IOS)
if (options.ios_force_software_aec_HACK &&
*options.ios_force_software_aec_HACK)
// EC may be forced on for a device known to have non-functioning platform
// AEC.
options.echo_cancellation = true;
RTC_LOG(LS_WARNING)
<< "Force software AEC on iOS. May conflict with platform AEC.";
else
// On iOS, VPIO provides built-in EC.
options.echo_cancellation = false;
RTC_LOG(LS_INFO) << "Always disable AEC on iOS. Use built-in instead.";
#elif defined(WEBRTC_ANDROID)
ec_mode = webrtc::kEcAecm;
#endif
// Set and adjust noise suppressor options.
#if defined(WEBRTC_IOS)
// On iOS, VPIO provides built-in NS.
//修改处
//options.noise_suppression = false;
options.typing_detection = false;
options.experimental_ns = false;
RTC_LOG(LS_INFO) << "Always disable NS on iOS. Use built-in instead.";
#elif defined(WEBRTC_ANDROID)
options.typing_detection = false;
options.experimental_ns = false;
#endif
// Set and adjust gain control options.
#if defined(WEBRTC_IOS)
// On iOS, VPIO provides built-in AGC.
//修改处
//options.auto_gain_control = false;
options.experimental_agc = false;
RTC_LOG(LS_INFO) << "Always disable AGC on iOS. Use built-in instead.";
#elif defined(WEBRTC_ANDROID)
options.experimental_agc = false;
#endif
#if defined(WEBRTC_IOS) || defined(WEBRTC_ANDROID)
// Turn off the gain control if specified by the field trial.
// The purpose of the field trial is to reduce the amount of resampling
// performed inside the audio processing module on mobile platforms by
// whenever possible turning off the fixed AGC mode and the high-pass filter.
// (https://bugs.chromium.org/p/webrtc/issues/detail?id=6181).
if (webrtc::field_trial::IsEnabled(
"WebRTC-Audio-MinimizeResamplingOnMobile"))
options.auto_gain_control = false;
RTC_LOG(LS_INFO) << "Disable AGC according to field trial.";
if (!(options.noise_suppression.value_or(false) ||
options.echo_cancellation.value_or(false)))
// If possible, turn off the high-pass filter.
RTC_LOG(LS_INFO)
<< "Disable high-pass filter in response to field trial.";
options.highpass_filter = false;
#endif
if (options.echo_cancellation)
// Check if platform supports built-in EC. Currently only supported on
// Android and in combination with Java based audio layer.
// TODO(henrika): investigate possibility to support built-in EC also
// in combination with Open SL ES audio.
const bool built_in_aec = adm()->BuiltInAECIsAvailable();
if (built_in_aec)
// Built-in EC exists on this device. Enable/Disable it according to the
// echo_cancellation audio option.
const bool enable_built_in_aec = *options.echo_cancellation;
if (adm()->EnableBuiltInAEC(enable_built_in_aec) == 0 &&
enable_built_in_aec)
// Disable internal software EC if built-in EC is enabled,
// i.e., replace the software EC with the built-in EC.
options.echo_cancellation = false;
RTC_LOG(LS_INFO)
<< "Disabling EC since built-in EC will be used instead";
webrtc::apm_helpers::SetEcStatus(apm(), *options.echo_cancellation,
ec_mode);
if (options.auto_gain_control)
bool built_in_agc_avaliable = adm()->BuiltInAGCIsAvailable();
if (built_in_agc_avaliable)
if (adm()->EnableBuiltInAGC(*options.auto_gain_control) == 0 &&
*options.auto_gain_control)
// Disable internal software AGC if built-in AGC is enabled,
// i.e., replace the software AGC with the built-in AGC.
options.auto_gain_control = false;
RTC_LOG(LS_INFO)
<< "Disabling AGC since built-in AGC will be used instead";
if (options.noise_suppression)
if (adm()->BuiltInNSIsAvailable())
bool builtin_ns = *options.noise_suppression;
if (adm()->EnableBuiltInNS(builtin_ns) == 0 && builtin_ns)
// Disable internal software NS if built-in NS is enabled,
// i.e., replace the software NS with the built-in NS.
options.noise_suppression = false;
RTC_LOG(LS_INFO)
<< "Disabling NS since built-in NS will be used instead";
if (options.stereo_swapping)
RTC_LOG(LS_INFO) << "Stereo swapping enabled? " << *options.stereo_swapping;
audio_state()->SetStereoChannelSwapping(*options.stereo_swapping);
if (options.audio_jitter_buffer_max_packets)
RTC_LOG(LS_INFO) << "NetEq capacity is "
<< *options.audio_jitter_buffer_max_packets;
audio_jitter_buffer_max_packets_ =
std::max(20, *options.audio_jitter_buffer_max_packets);
if (options.audio_jitter_buffer_fast_accelerate)
RTC_LOG(LS_INFO) << "NetEq fast mode? "
<< *options.audio_jitter_buffer_fast_accelerate;
audio_jitter_buffer_fast_accelerate_ =
*options.audio_jitter_buffer_fast_accelerate;
if (options.audio_jitter_buffer_min_delay_ms)
RTC_LOG(LS_INFO) << "NetEq minimum delay is "
<< *options.audio_jitter_buffer_min_delay_ms;
audio_jitter_buffer_min_delay_ms_ =
*options.audio_jitter_buffer_min_delay_ms;
if (options.audio_jitter_buffer_enable_rtx_handling)
RTC_LOG(LS_INFO) << "NetEq handle reordered packets? "
<< *options.audio_jitter_buffer_enable_rtx_handling;
audio_jitter_buffer_enable_rtx_handling_ =
*options.audio_jitter_buffer_enable_rtx_handling;
webrtc::Config config;
if (options.experimental_ns)
experimental_ns_ = options.experimental_ns;
if (experimental_ns_)
RTC_LOG(LS_INFO) << "Experimental ns is enabled? " << *experimental_ns_;
config.Set<webrtc::ExperimentalNs>(
new webrtc::ExperimentalNs(*experimental_ns_));
webrtc::AudioProcessing::Config apm_config = apm()->GetConfig();
if (options.auto_gain_control)
const bool enabled = *options.auto_gain_control;
apm_config.gain_controller1.enabled = enabled;
RTC_LOG(LS_INFO) << "Setting AGC to " << enabled;
if (options.tx_agc_target_dbov)
apm_config.gain_controller1.target_level_dbfs = *options.tx_agc_target_dbov;
if (options.tx_agc_digital_compression_gain)
apm_config.gain_controller1.compression_gain_db =
*options.tx_agc_digital_compression_gain;
if (options.tx_agc_limiter)
apm_config.gain_controller1.enable_limiter = *options.tx_agc_limiter;
if (options.highpass_filter)
apm_config.high_pass_filter.enabled = *options.highpass_filter;
if (options.residual_echo_detector)
apm_config.residual_echo_detector.enabled = *options.residual_echo_detector;
if (options.noise_suppression)
const bool enabled = *options.noise_suppression;
apm_config.noise_suppression.enabled = enabled;
apm_config.noise_suppression.level =
webrtc::AudioProcessing::Config::NoiseSuppression::Level::kHigh;
RTC_LOG(LS_INFO) << "NS set to " << enabled;
if (options.typing_detection)
RTC_LOG(LS_INFO) << "Typing detection is enabled? "
<< *options.typing_detection;
apm_config.voice_detection.enabled = *options.typing_detection;
apm()->SetExtraOptions(config);
apm()->ApplyConfig(apm_config);
return true;
使用方式:
NSMutableDictionary *mandatory = [NSMutableDictionary dictionary];
if (_closeNoiseSuppression)
[mandatory setValue:@"false" forKey:@"googNoiseSuppression"];
[mandatory setValue:@"false" forKey:@"googAutoGainControl"];
NSMutableDictionary *optional = [NSMutableDictionary dictionary];
RTCMediaConstraints *constraints = [[RTCMediaConstraints alloc] initWithMandatoryConstraints:mandatory optionalConstraints:optional];
_audioSource = [_factory audioSourceWithConstraints:constraints];
_audioTrack = [_factory audioTrackWithSource:_audioSource trackId:kSmoothAudioTrackId];
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