From 3e5a82fb543167f4ecb348239bef7b34e99d180f Mon Sep 17 00:00:00 2001
From: Pierre Alexandre Tremblay <info@pierrealexandretremblay.com>
Date: Sat, 17 Nov 2018 12:39:41 +0000
Subject: [PATCH] fixed default bufnmf and nmfmatch, and ported all nmfmatch
 examples but one

---
 icon.png                                      | Bin 0 -> 43228 bytes
 release-packaging/Classes/FluidBufNMF.sc      |   2 +-
 release-packaging/Classes/FluidNMFMatch.sc    |   2 +-
 .../HelpSource/Classes/FluidBufNMF.schelp     |  52 +++++
 .../HelpSource/Classes/FluidNMFMatch.schelp   | 215 +++++++++++++++++-
 src/FluidNMFMatch/test2.scd                   | 175 ++++++++++++++
 6 files changed, 434 insertions(+), 12 deletions(-)
 create mode 100644 icon.png
 create mode 100644 src/FluidNMFMatch/test2.scd

diff --git a/icon.png b/icon.png
new file mode 100644
index 0000000000000000000000000000000000000000..448f29f58c4a46feeb039d001354b0a0bb3a614d
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literal 0
HcmV?d00001

diff --git a/release-packaging/Classes/FluidBufNMF.sc b/release-packaging/Classes/FluidBufNMF.sc
index d0e8b80..5f42b73 100644
--- a/release-packaging/Classes/FluidBufNMF.sc
+++ b/release-packaging/Classes/FluidBufNMF.sc
@@ -1,5 +1,5 @@
 FluidBufNMF {
-	*process { arg server,  srcBufNum, startAt = 0, nFrames = -1, startChan = 0, nChans = -1, dstBufNum, dictBufNum, dictFlag = 0, actBufNum, actFlag = 0, rank = 1, nIter = 100, sortFlag = 0, winSize = 1024, hopSize = 256, fftSize = -1, winType = 0, randSeed = -1;
+	*process { arg server,  srcBufNum, startAt = 0, nFrames = -1, startChan = 0, nChans = -1, dstBufNum, dictBufNum, dictFlag = 0, actBufNum, actFlag = 0, rank = 1, nIter = 100, sortFlag = 0, winSize = 1024, hopSize = 512, fftSize = -1, winType = 0, randSeed = -1;
 
 		if(srcBufNum.isNil) { Error("Invalid buffer").format(thisMethod.name, this.class.name).throw};
 
diff --git a/release-packaging/Classes/FluidNMFMatch.sc b/release-packaging/Classes/FluidNMFMatch.sc
index 59228ce..6fffd9e 100644
--- a/release-packaging/Classes/FluidNMFMatch.sc
+++ b/release-packaging/Classes/FluidNMFMatch.sc
@@ -1,6 +1,6 @@
 FluidNMFMatch : MultiOutUGen {
 
-	*kr { arg in = 0, dictBufNum, maxRank = 1, nIter = 10, winSize = 1024, hopSize = 256, fftSize = -1;
+	*kr { arg in = 0, dictBufNum, maxRank = 1, nIter = 10, winSize = 1024, hopSize = 512, fftSize = -1;
 		^this.multiNew('control', in, dictBufNum, maxRank, nIter, winSize, hopSize, fftSize);
 	}
 
diff --git a/release-packaging/HelpSource/Classes/FluidBufNMF.schelp b/release-packaging/HelpSource/Classes/FluidBufNMF.schelp
index 6da8b6e..70c32dd 100644
--- a/release-packaging/HelpSource/Classes/FluidBufNMF.schelp
+++ b/release-packaging/HelpSource/Classes/FluidBufNMF.schelp
@@ -110,6 +110,58 @@ RETURNS::
 
 
 EXAMPLES::
+STRONG::A didactic example::
+	CODE::
+(
+// create buffers
+b = Buffer.alloc(s,44100);
+c = Buffer.alloc(s, 44100);
+d = Buffer.new(s);
+e = Buffer.new(s);
+f = Buffer.new(s);
+g = Buffer.new(s);
+)
+
+(
+// fill them with 2 clearly segregated sine waves and composite a buffer where they are consecutive
+Routine {
+	b.sine2([500],[1], false, false);
+	c.sine2([5000],[1],false, false);
+	s.sync;
+	FluidBufCompose.process(s,srcBufNumA:b.bufnum, srcBufNumB:c.bufnum,dstStartAtB:44100,dstBufNum:d.bufnum);
+	s.sync;
+	d.query;
+}.play;
+)
+
+// check
+d.plot
+d.play //////(beware !!!! loud!!!)
+
+(
+// separate them in 2 ranks
+Routine {
+	FluidBufNMF.process(s, d.bufnum, dstBufNum:e.bufnum, dictBufNum: f.bufnum, actBufNum:g.bufnum, rank:2);
+	s.sync;
+	e.query;
+	f.query;
+	g.query;
+}.play
+)
+
+// look at the resynthesised separated signal
+e.plot;
+
+// look at the dictionaries signal for 2 spikes
+f.plot;
+
+// look at the activations
+g.plot;
+
+//trying running the same process on superimposed sinewaves instead of consecutive in the source and see how it fails.
+::
+
+STRONG::Basic musical examples::
 
 code::
 // set some buffers and parameters
diff --git a/release-packaging/HelpSource/Classes/FluidNMFMatch.schelp b/release-packaging/HelpSource/Classes/FluidNMFMatch.schelp
index 149de90..df68113 100644
--- a/release-packaging/HelpSource/Classes/FluidNMFMatch.schelp
+++ b/release-packaging/HelpSource/Classes/FluidNMFMatch.schelp
@@ -48,11 +48,58 @@ RETURNS::
 
 
 EXAMPLES::
+STRONG::A didactic example::
+	CODE::
+(
+// create buffers
+b= Buffer.alloc(s,44100);
+c = Buffer.alloc(s, 44100);
+d = Buffer.new(s);
+e= Buffer.new(s);
+)
+
+(
+// fill them with 2 clearly segregated sine waves and composite a buffer where they are consecutive
+Routine {
+	b.sine2([500],[1], false, false);
+	c.sine2([5000],[1],false, false);
+	s.sync;
+	FluidBufCompose.process(s,srcBufNumA:b.bufnum, srcBufNumB:c.bufnum,dstStartAtB:44100,dstBufNum:d.bufnum);
+	s.sync;
+	d.query;
+}.play;
+)
+
+// check
+d.plot
+d.play //////(beware !!!! loud!!!)
+
+(
+// separate them in 2 ranks
+Routine {
+	FluidBufNMF.process(s, d.bufnum, dictBufNum: e.bufnum, rank:2);
+	s.sync;
+	e.query;
+}.play
+)
+
+// check for 2 spikes in the spectra
+e.query
+e.plot
+
+// test the activations values with test one, another, or both ideal material
+{FluidNMFMatch.kr(SinOsc.ar(500),e.bufnum,2, hopSize:512)}.plot(1)
+
+{FluidNMFMatch.kr(SinOsc.ar(5000),e.bufnum,2, hopSize:512)}.plot(1)
+
+{FluidNMFMatch.kr(SinOsc.ar([500,5000]).sum,e.bufnum,2, hopSize:512)}.plot(1)
+::
+
 STRONG::A pick compressor::
 	CODE::
 //set some buffers
 (
-b = Buffer.read(s,File.realpath(FluidBufNMF.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/Tremblay-AaS-AcousticStrums-M.wav");
+b = Buffer.read(s,File.realpath(FluidNMFMatch.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/Tremblay-AaS-AcousticStrums-M.wav");
 c = Buffer.new(s);
 x = Buffer.new(s);
 e = Buffer.alloc(s,1,1);
@@ -67,9 +114,10 @@ Routine {
 }.play;
 )
 
-// find the rank that has the picking sound by changing which channel to listen to
+// wait for the query to print
+// then find the rank that has the picking sound by changing which channel to listen to
 (
-    ~element = 4;
+    ~element = 8;
     {PlayBuf.ar(10,c.bufnum)[~element]}.play
 )
 
@@ -89,30 +137,177 @@ Routine{
 e.plot;
 
 //using this trained dictionary we can see the envelop (activations) of each rank
-{FluidNMFMatch.kr(PlayBuf.ar(1,b.bufnum),e.bufnum,2,fftSize:2048)}.plot(10);
+{FluidNMFMatch.kr(PlayBuf.ar(1,b.bufnum),e.bufnum,2,fftSize:2048)}.plot(1);
+// the left/top activations are before, the pick before the sustain.
 
 //we can then use the activation value to sidechain a compression patch that is sent in a delay
 (
 {
-var source, todelay, delay1, delay2, delay3;
-source = PlayBuf.ar(1,b.bufnum);
-			todelay = DelayN.ar(source,0.1, 256/44100, Ramp.ar(K2A.ar(FluidNMFMatch.kr(source,e.bufnum,2)[0]),512/44100));
+	var source, todelay, delay1, delay2, delay3, feedback, mod1, mod2, mod3, mod4;
+	//read the source
+	source = PlayBuf.ar(1, b.bufnum);
+
+	// generate modulators that are coprime in frequency
+	mod1 = SinOsc.ar(1, 0, 0.001);
+	mod2 = SinOsc.ar(((617 * 181) / (461 * 991)), 0, 0.001);
+	mod3 = SinOsc.ar(((607 * 193) / (491 * 701)), 0, 0.001);
+	mod4 = SinOsc.ar(((613 * 191) / (463 * 601)), 0, 0.001);
 
+	// compress the signal to send to the delays
+	todelay = DelayN.ar(source,0.1, 800/44100, //delaying it to compensate for FluidNMFMatch's latency
+		LagUD.ar(K2A.ar(FluidNMFMatch.kr(source,e.bufnum,2,fftSize:2048)[0]), //reading the channel of the activations on the pick dictionary
+			80/44100, // lag uptime (compressor's attack)
+			1000/44100, // lag downtime (compressor's decay)
+			(1/(2.dbamp) // compressor's threshold inverted
+	)).clip(1,1000).pow((8.reciprocal)-1)); //clipping it so we only affect above threshold, then ratio(8) becomes the exponent of that base
 
+	// delay network
+	feedback = LocalIn.ar(3);// take the feedback in for the delays
+	delay1 = DelayC.ar(BPF.ar(todelay+feedback[1]+(feedback[2] * 0.3), 987, 6.7,0.8),0.123,0.122+(mod1*mod2));
+	delay2 = DelayC.ar(BPF.ar(todelay+feedback[0]+(feedback[2] * 0.3), 1987, 6.7,0.8),0.345,0.344+(mod3*mod4));
+	delay3 = DelayC.ar(BPF.ar(todelay+feedback[1], 1456, 6.7,0.8),0.567,0.566+(mod1*mod3),0.6);
+	LocalOut.ar([delay1,delay2, delay3]); // write the feedback for the delays
+
+	//listen to the delays only by uncommenting the following line
+	// [delay1+delay3,delay2+delay3]
+	source.dup + ([delay1+delay3,delay2+delay3]*(-3.dbamp))
 }.play;
 )
 
 ::
 STRONG::Object finder::
 	CODE::
-	//indeed
+/set some buffers
+(
+b = Buffer.read(s,File.realpath(FluidNMFMatch.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/Tremblay-BaB-SoundscapeGolcarWithDog.wav");
+c = Buffer.new(s);
+x = Buffer.new(s);
+e = Buffer.alloc(s,1,1);
+)
+
+// train where all objects are present
+(
+Routine {
+    FluidBufNMF.process(s,b.bufnum,130000,150000,0,1, c.bufnum, x.bufnum, rank:10);
+    s.sync;
+    c.query;
+}.play;
+)
+
+// wait for the query to print
+// then find a rank for each item you want to find. You could also sum them. Try to find a rank with a good object-to-rest ratio
+(
+    ~dog =0;
+    {PlayBuf.ar(10,c.bufnum)[~dog]}.play
+)
+
+(
+    ~bird = 5;
+    {PlayBuf.ar(10,c.bufnum)[~bird]}.play
+)
+
+
+// copy at least one other rank to a third rank, a sort of left-over channel
+(
+Routine{
+	FluidBufCompose.process(s,srcBufNumA: x.bufnum, startChanA:~dog, nChansA: 1, srcBufNumB: e.bufnum, dstBufNum: e.bufnum);
+	FluidBufCompose.process(s,srcBufNumA: x.bufnum, startChanA:~bird, nChansA: 1, dstStartChanA: 1, srcBufNumB: e.bufnum, dstBufNum: e.bufnum);
+    s.sync;
+	(0..9).removeAll([~dog,~bird]).do({|chan|FluidBufCompose.process(s,srcBufNumA: x.bufnum, startChanA:chan, nChansA: 1, dstStartChanA: 2, srcBufNumB: e.bufnum, dstBufNum: e.bufnum)});
+    s.sync;
+    e.query;
+}.play;
+)
+e.plot;
+
+//using this trained dictionary we can then see the activation...
+(
+{
+	var source, blips;
+	//read the source
+	source = PlayBuf.ar(2, b.bufnum);
+	blips = FluidNMFMatch.kr(source.sum,e.bufnum,3);
+	}.plot(10);
+)
+
+// ...and use some threshold to 'find' objects...
+(
+{
+	var source, blips;
+	//read the source
+	source = PlayBuf.ar(2, b.bufnum);
+	blips = Schmidt.kr(FluidNMFMatch.kr(source.sum,e.bufnum,3),0.5,[10,1,1000]);
+	}.plot(10);
+)
+
+// ...and use these to sonify them
+(
+{
+	var source, blips, dogs, birds;
+	//read the source
+	source = PlayBuf.ar(2, b.bufnum);
+	blips = Schmidt.kr(FluidNMFMatch.kr(source.sum,e.bufnum,3),0.5,[10,1,1000]);
+	dogs = SinOsc.ar(100,0,Lag.kr(blips[0],0.05,0.15));
+	birds = SinOsc.ar(1000,0,Lag.kr(blips[1],0.05,0.05));
+	[dogs, birds] + source;
+	}.play;
+)
 ::
 	STRONG::Pretrained piano::
 	CODE::
-	//indeed
+//load in the sound in and a pretrained dictionary
+(
+	b = Buffer.read(s,File.realpath(FluidNMFMatch.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/Tremblay-SA-UprightPianoPedalWide.wav");
+	c = Buffer.read(s,File.realpath(FluidNMFMatch.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/filters/piano-dicts.wav");
+)
+b.play
+c.query
+
+//use the pretrained dictionary to compute activations of each notes to drive the amplitude of a resynth
+(
+{
+	var source, resynth;
+	source = PlayBuf.ar(2, b.bufnum,loop:1).sum;
+	resynth = SinOsc.ar((21..108).midicps, 0, FluidNMFMatch.kr(source,c.bufnum,88,10,4096).madd(0.002)).sum;
+	[source, resynth]
+}.play
+)
+
+
+//now sample and hold the same stream to get notes identified, played and sent back via osc
+(
+{
+	var source, resynth, chain, trig, acts;
+	source = PlayBuf.ar(2,b.bufnum,loop:1).sum;
+
+	// built in attack detection, delayed until the stable part of the sound
+	chain = FFT(LocalBuf(256), source);
+	trig = TDelay.kr(Onsets.kr(chain, 0.5),0.1);
+
+	// samples and holds activation values that are scaled and capped, in effect thresholding them
+	acts = Latch.kr(FluidNMFMatch.kr(source,c.bufnum,88,10,4096).linlin(15,20,0,0.1),trig);
+
+	// resynths as in the previous example, with the values sent back to the language
+	resynth = SinOsc.ar((21..108).midicps, 0, acts).sum;
+	SendReply.kr(trig, '/activations', acts);
+	[source, resynth]
+	// [source, T2A.ar(trig)]
+	// resynth
+}.play
+)
+
+// define a receiver for the activations
+(
+	OSCdef(\listener, {|msg|
+		var data = msg[3..];
+		// removes the silent and spits out the indicies as midinote number
+		data.collect({arg item, i; if (item > 0.01, {i + 21})}).reject({arg item; item.isNil}).postln;
+	}, '/activations');
+)
+
 ::
 	STRONG::Strange Resonators::
 	CODE::
-	//indeed
+	//to be completed
 ::
 	
\ No newline at end of file
diff --git a/src/FluidNMFMatch/test2.scd b/src/FluidNMFMatch/test2.scd
new file mode 100644
index 0000000..6c61f88
--- /dev/null
+++ b/src/FluidNMFMatch/test2.scd
@@ -0,0 +1,175 @@
+//designing the guitar example
+(
+{
+	var source, todelay, delay1, delay2, delay3, feedback, mod1, mod2, mod3, mod4;
+	//read the source
+	source = PlayBuf.ar(1, b.bufnum);
+
+	// generate modulators that are coprime in frequency
+	mod1 = SinOsc.ar(1, 0, 0.001);
+	mod2 = SinOsc.ar(((617 * 181) / (461 * 991)), 0, 0.001);
+	mod3 = SinOsc.ar(((607 * 193) / (491 * 701)), 0, 0.001);
+	mod4 = SinOsc.ar(((613 * 191) / (463 * 601)), 0, 0.001);
+
+	// compress the signal to send to the delays
+	todelay = DelayN.ar(source,0.1, 800/44100, //delaying it to compensate for FluidNMFMatch's latency
+		LagUD.ar(K2A.ar(FluidNMFMatch.kr(source,e.bufnum,2,fftSize:2048)[0]), //reading the channel of the activations on the pick dictionary
+			80/44100, // lag uptime (compressor's attack)
+			1000/44100, // lag downtime (compressor's decay)
+			(1/(2.dbamp) // compressor's threshold inverted
+	)).clip(1,1000).pow((8.reciprocal)-1)); //clipping it so we only affect above threshold, then ratio(8) becomes the exponent of that base
+
+	// delay network
+	feedback = LocalIn.ar(3);// take the feedback in for the delays
+	delay1 = DelayC.ar(BPF.ar(todelay+feedback[1]+(feedback[2] * 0.3), 987, 6.7,0.8),0.123,0.122+(mod1*mod2));
+	delay2 = DelayC.ar(BPF.ar(todelay+feedback[0]+(feedback[2] * 0.3), 1987, 6.7,0.8),0.345,0.344+(mod3*mod4));
+	delay3 = DelayC.ar(BPF.ar(todelay+feedback[1], 1456, 6.7,0.8),0.567,0.566+(mod1*mod3),0.6);
+	LocalOut.ar([delay1,delay2, delay3]); // write the feedback for the delays
+
+	//listen to the delays only by uncommenting the following line
+	// [delay1+delay3,delay2+delay3]
+	source.dup + ([delay1+delay3,delay2+delay3]*(-3.dbamp))
+}.play;
+)
+
+
+//doing the piano training
+//load in the sound in and a pretrained dictionary
+(
+b = Buffer.read(s,File.realpath(FluidNMFMatch.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/Tremblay-SA-UprightPianoPedalWide.wav");
+c = Buffer.read(s,File.realpath(FluidNMFMatch.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/filters/piano-dicts.wav");
+)
+b.play
+c.query
+
+//bufcompose a 88 note version
+// d = Buffer.alloc(s,1);
+// FluidBufCompose.process(s,c.bufnum,nChansA:88,srcBufNumB:d.bufnum,dstBufNum:d.bufnum)
+// d.query
+// d.write("/Users/pa/Documents/documents@hudd/research/projects/fluid corpus navigation/research/fluid_decomposition/AudioFiles/filters/piano-dicts.wav", "wav", "float32")
+
+//now use the activations of each notes to generate a resynth
+(
+x = { arg dabuf = 1;
+	var source, resynth;
+	source = PlayBuf.ar(2, b.bufnum,loop:1).sum;
+	resynth = SinOsc.ar((21..108).midicps, 0, FluidNMFMatch.kr(source,dabuf,88,10,4096).madd(0.002)).sum;
+	[source, resynth]
+}.play
+)
+
+d = Buffer.read(s,"/Users/pa/Desktop/piano-dicts/seed-dc-01.wav");
+
+x.set(\dabuf, d.bufnum)
+
+//now sample and hold the same stream to get notes identified, played and sent back via osc
+(
+{
+	var source, resynth, chain, trig, acts;
+	source = PlayBuf.ar(2,b.bufnum,loop:1).sum;
+
+	// built in attack detection, delayed until the stable part of the sound
+	chain = FFT(LocalBuf(256), source);
+	trig = TDelay.kr(Onsets.kr(chain, 0.5),0.1);
+
+	// samples and holds activation values that are scaled and capped, in effect thresholding them
+	acts = Latch.kr(FluidNMFMatch.kr(source,c.bufnum,88,10,4096).linlin(15,20,0,0.1),trig);
+
+	// resynths as in the previous example, with the values sent back to the language
+	resynth = SinOsc.ar((21..108).midicps, 0, acts).sum;
+	SendReply.kr(trig, '/activations', acts);
+	[source, resynth]
+	// [source, T2A.ar(trig)]
+	// resynth
+}.play
+)
+
+// define a receiver for the activations
+(
+OSCdef(\listener, {|msg|
+	var data = msg[3..];
+	// removes the silent and spits out the indicies as midinote number
+	data.collect({arg item, i; if (item > 0.01, {i + 21})}).reject({arg item; item.isNil}).postln;
+}, '/activations');
+)
+
+
+
+// (0..10).collect({arg item, i; if (item > 5, {i})}).reject({arg item; item.isNil}).postln;
+/////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+
+//set some buffers
+(
+b = Buffer.read(s,File.realpath(FluidNMFMatch.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/Tremblay-BaB-SoundscapeGolcarWithDog.wav");
+c = Buffer.new(s);
+x = Buffer.new(s);
+e = Buffer.alloc(s,1,1);
+)
+
+// train where all objects are present
+(
+Routine {
+    FluidBufNMF.process(s,b.bufnum,130000,150000,0,1, c.bufnum, x.bufnum, rank:10);
+    s.sync;
+    c.query;
+}.play;
+)
+
+// wait for the query to print
+// then find a rank for each item you want to find. You could also sum them. Try to find a rank with a good object-to-rest ratio
+(
+    ~dog =0;
+    {PlayBuf.ar(10,c.bufnum)[~dog]}.play
+)
+
+(
+    ~bird = 5;
+    {PlayBuf.ar(10,c.bufnum)[~bird]}.play
+)
+
+
+// copy at least one other rank to a third rank, a sort of left-over channel
+(
+Routine{
+	FluidBufCompose.process(s,srcBufNumA: x.bufnum, startChanA:~dog, nChansA: 1, srcBufNumB: e.bufnum, dstBufNum: e.bufnum);
+	FluidBufCompose.process(s,srcBufNumA: x.bufnum, startChanA:~bird, nChansA: 1, dstStartChanA: 1, srcBufNumB: e.bufnum, dstBufNum: e.bufnum);
+    s.sync;
+	(0..9).removeAll([~dog,~bird]).do({|chan|FluidBufCompose.process(s,srcBufNumA: x.bufnum, startChanA:chan, nChansA: 1, dstStartChanA: 2, srcBufNumB: e.bufnum, dstBufNum: e.bufnum)});
+    s.sync;
+    e.query;
+}.play;
+)
+e.plot;
+
+//using this trained dictionary we can then see the activation...
+(
+{
+	var source, blips;
+	//read the source
+	source = PlayBuf.ar(2, b.bufnum);
+	blips = FluidNMFMatch.kr(source.sum,e.bufnum,3);
+	}.plot(10);
+)
+
+// ...and use some threshold to 'find' objects...
+(
+{
+	var source, blips;
+	//read the source
+	source = PlayBuf.ar(2, b.bufnum);
+	blips = Schmidt.kr(FluidNMFMatch.kr(source.sum,e.bufnum,3),0.5,[10,1,1000]);
+	}.plot(10);
+)
+
+// ...and use these to sonify them
+(
+{
+	var source, blips, dogs, birds;
+	//read the source
+	source = PlayBuf.ar(2, b.bufnum);
+	blips = Schmidt.kr(FluidNMFMatch.kr(source.sum,e.bufnum,3),0.5,[10,1,1000]);
+	dogs = SinOsc.ar(100,0,Lag.kr(blips[0],0.05,0.15));
+	birds = SinOsc.ar(1000,0,Lag.kr(blips[1],0.05,0.05));
+	[dogs, birds] + source;
+	}.play;
+)