Discover bartolsthoorn/NVDSP Open Source project

Audio Filters on iOS and OSX

Implement high quality audio filters with just a few lines of code and Novocaine, or your own audio library of choice.

NVDSP comes with a wide variety of audio filters:

All Pass Filter (NVAllpassFilter)
Band Pass Filter, 0dB gain (NVBandpassFilter)
Band Pass Filter, Q gain (NVBandpassQPeakGainFilter)
High Pass Filter (NVHighpassFilter)
High Shelving Filter (NVHighShelvingFilter)
Low Shelving Filter (NVLowShelvingFilter)
Low Pass Filter (NVLowPassFilter)
Notch Filter (NVNotchFilter)
Peaking EQ Filter (NVPeakingEQFilter)

Combining it with Novocaine (highpass filter)

To start out I recommend you to get a fresh copy of Novocaine and open Novocaine's excellent example project. Then import NVDSP and the Filters folder and start your filtering journey.

// ... import Novocaine here ... 
#import "NVDSP/NVDSP.h"
#import "NVDSP/Filters/NVHighpassFilter.h"

// init Novocaine audioManager
audioManager = [Novocaine audioManager];
float samplingRate = audioManager.samplingRate;

// init fileReader which we will later fetch audio from
NSURL *inputFileURL = [[NSBundle mainBundle] URLForResource:@"Trentemoller-Miss-You" withExtension:@"mp3"];

fileReader = [[AudioFileReader alloc] 
                  initWithAudioFileURL:inputFileURL 
                  samplingRate:audioManager.samplingRate
                  numChannels:audioManager.numOutputChannels];

// setup Highpass filter
NVHighpassFilter *HPF;
HPF = [[NVHighpassFilter alloc] initWithSamplingRate:samplingRate];

HPF.cornerFrequency = 2000.0f;
HPF.Q = 0.5f;

// setup audio output block
[fileReader play];
[audioManager setOutputBlock:^(float *outData, UInt32 numFrames, UInt32 numChannels) {
    [fileReader retrieveFreshAudio:outData numFrames:numFrames numChannels:numChannels];
    
    [HPF filterData:outData numFrames:numFrames numChannels:numChannels];
}];

Note that NVDSP works with raw audio buffers, so it can also work with other libraries instead of Novocaine.

More examples

Peaking EQ filter

// import Novocaine.h and NVDSP.h
#import "NVDSP/Filter/NVPeakingEQFilter.h"
NVPeakingEQFilter *PEF = [[NVPeakingEQFilter alloc] initWithSamplingRate:audioManager.samplingRate];
PEF.centerFrequency = 1000.0f;
PEF.Q = 3.0f;
PEF.G = 20.0f;
[PEF filterData:data numFrames:numFrames numChannels:numChannels];

Lowpass filter

// import Novocaine.h and NVDSP.h
#import "NVDSP/Filter/NVLowpassFilter.h"
NVLowpassFilter *LPF = [[NVLowpassFilter alloc] initWithSamplingRate:audioManager.samplingRate];
LPF.cornerFrequency = 800.0f;
LPF.Q = 0.8f;
[LPF filterData:data numFrames:numFrames numChannels:numChannels];

Notch filter

// import Novocaine.h and NVDSP.h
#import "NVDSP/Filter/NVNotchFilter.h"
NVNotchFilter *NF = [[NVNotchFilter alloc] initWithSamplingRate:audioManager.samplingRate];
NF.centerFrequency = 3000.0f;
NF.Q = 0.8f;
[NF filterData:data numFrames:numFrames numChannels:numChannels];

Bandpass filter

There are two types of bandpass filters:

* 0 dB gain bandpass filter (NVBandpassFilter.h)
* Peak gain Q bandpass filter (NVBandpassQPeakGainFilter.h)

// import Novocaine.h and NVDSP.h
#import "NVDSP/Filter/NVBandpassFilter.h"
NVBandpassFilter *BPF = [[NVBandpassFilter alloc] initWithSamplingRate:audioManager.samplingRate];
BPF.centerFrequency = 2500.0f;
BPF.Q = 0.9f;
[BPF filterData:data numFrames:numFrames numChannels:numChannels];

Measure dB level (ranging from -51.0f to 0.0f)

// import Novocaine.h and NVDSP.h
#import "NVDSP/Utilities/NVSoundLevelMeter.h"
NVSoundLevelMeter *SLM = [[NVSoundLevelMeter alloc] init];
float dB = [SLM getdBLevel:outData numFrames:numFrames numChannels:numChannels];
NSLog(@"dB level: %f", dB);
// NSLogging in an output loop will most likely cause hickups/clicky noises, but it does log the dB level!
// To get a proper dB value, you have to call the getdBLevel method a few times (it has memory of previous values)
// You call this inside the input or outputBlock: [audioManager setOutputBlock:^...

Applying overall gain.

All sample values (typically -1.0f .. 1.0f when not clipping) are multiplied by the gain value.

// import Novocaine.h and NVDSP.h
NVDSP *generalDSP = [[NVDSP alloc] init];
[generalDSP applyGain:outData length:numFrames*numChannels gain:0.8];

Convert stereo (left/right) to mono

This converts a left and right buffer into a mono signal. It takes the average of the samples.

// Deinterleave stereo buffer into seperate left and right
float *left = (float *)malloc((numFrames + 2) * sizeof(float));
float *right = (float *)malloc((numFrames + 2) * sizeof(float));
[generalDSP deinterleave:data left:left right:right length:numFrames];

// Convert left and right to a mono 2 channel buffer
[generalDSP mono:data left:left right:right length:numFrames];

// Free buffers
free(left);
free(right);

Clipping

Multiple peaking EQs with high gains can cause clipping. Clipping is basically sample data that exceeds the maximum or minimum value of 1.0f or -1.0f respectively. Clipping will cause really loud and dirty noises, like a bad overdrive effect. You can use the method counterClipping to prevent clipping (it will reduce the sound level).

// import Novocaine.h and NVDSP.h
#import "NVDSP/Utilities/NVClippingDetection.h"
NVClippingDetection *CDT = [[NVClippingDetection alloc] init];
// ... possible clipped outData ...//
[CDT counterClipping:outData numFrames:numFrames numChannels:numChannels];
// ... outData is now safe ...//

// or get the amount of clipped samples:
 - (float) getClippedSamples:(float *)data numFrames:(UInt32)numFrames numChannels:(UInt32)numChannels;
// or get the percentage of clipped samples:
 - (float) getClippedPercentage:(float*)data numFrames:(UInt32)numFrames numChannels:(UInt32)numChannels;
// or get the maximum value of a clipped sample that was found
 - (float) getClippingSample:(float *)data numFrames:(UInt32)numFrames numChannels:(UInt32)numChannels;

Example project

See /Examples/NVDSPExample for a simple iOS XcodeProject example. Please note the Novocaine bundled with it might be outdated.

A thing to note

The NVDSP class is written in C++, so the classes that use it will have to be Objective-C++. Change all the files that use NVDSP from MyClass.m to MyClass.mm.

Thanks to

Alex Wiltschko - Creator of Novocaine

Yasoshima - Writer of this article, revealing how vDSP_deq22 works. (and google translate, I don't speak Japanese)

hrnt - Helpful on IRC #iphonedev (freenode)

bartolsthoorn/NVDSP

bartolsthoorn

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