Android Flutter Analyze Audio Waveform - android

I want to create a music app that has a view that resembles the one of SoundCloud, this one to be clear: This
I thought of creating a class like this for each bar:
class Bar {
const Bar(this.alreadyPlayed, this.index, this.height);
final bool alreadyPlayed;
final int index;
final double height;
}
where alreadyPlayed is a bool that tells if the bar should be colored or Greyed out, index is the number of the bar and height, well is the height of the bar. The first two Variables shouldn't be difficult to obtain, my problem is to obtain the height of the bar, so the intensity of the music at that time. This is already enough, but even better if someone knows how to calculate the intensity of a specific frequency, for example, 225 Hz, that could be useful.
But anyway, if it helps, I am adding what I'm trying to achieve in pseudocode:
// Obtain the mp3 file.
//
// Define a number of bars decided from the song length
// or from a default, for example, 80.
//
// In a loop that goes from 0 to the number of bars create
// a Bar Object with the default alreadyPlayed as 0, index
// as the index and the height as a 0.
//
// Obtain the intensity of the sound in a way like this:
// sound[time_in_milliseconds = song_lenght_in_milliseconds / num_of_bars ],
// and then set the height of the bar as the just found intensity.
Is what I'm asking possible?

Looks like you're looking into generating waveform graphs from audio. Have you tried anything so far?
There's no short answer here though. You can start exploring with flutter_ffmpeg to generate waveform data from audio. It's up to you on what format you'll use for your waveform data. Once you got your data, you can generate waveform graphs in Flutter using CustomPaint. You can check the sample on this blog post. The waveform data used in the sample is in JSON.

I'm looking for a way to listen microphone and make some audio analysis with flutter and I found some here that's may help you:
Is a two articles sequence that's explain step-by-step to draw Waveforms with Flutter
Generating Waveform Data - Audio Representation:
https://matt.aimonetti.net/posts/2019-06-generating-waveform-data-audio-representation/
Drawing Waveforms in Flutter: https://matt.aimonetti.net/posts/2019-07-drawing-waveforms-in-flutter/
I hope this help you

Related

Get the bit depth or the color space of a mp4 file in Android

I'm currently working on a video player on Android. The video player should support 8 bit content and 10 bit content. Because the flow in the app is different, I need to know before playing the video if the content is 10-bit BT2020. I've tried MediaMetadataRetriever but there is no information about the bit depth, color space, color primaries, transfer characteristics etc. Also, I got the same result using this project: https://github.com/wseemann/FFmpegMediaMetadataRetriever.
Is there a way to get some more information about the color space or bit depth in Android? Something similar to MediaInfo tool. https://mediaarea.net/en/MediaInfo
After some time I found out that I can use MediaExtractor then get the information that I needed from a MediaFormat object created with extractor.getTrackFormat(trackIndex). For HDR10 I check the color standard and the transfer function.
mediaFormat.containsKey(MediaFormat.KEY_COLOR_STANDARD)
) {
if (mediaFormat.getInteger(MediaFormat.KEY_COLOR_TRANSFER) == MediaFormat.COLOR_TRANSFER_ST2084
&& mediaFormat.getInteger(MediaFormat.KEY_COLOR_STANDARD) == MediaFormat.COLOR_STANDARD_BT2020
) {
return true
}
}

connectOnFrameAvailable() provides TangoImageBuffer with curious format infos

Also trying to get access to color data bytes from color cam of Tango, I was stuck on java API by being able to connect tango Cam to a surface for display (but just OK for display in fact, no easy access to raw data, nor time stamp)... so finally I switch using C API on native code (latest FERMAT lib and header) and follow recommendation I found on stack Overflow by registering a derivated sample code to connectOnFrameAvailable()... (I start using PointCloudActivity sample for that test).
First problem I found is somewhat a side effect of registering to that callback, that works usually fine (callbacks gets fire regularly), but then another callback that I also registered, to get xyz clouds, start to fail to fire. Like in sample code I mentioned, clouds are get through a onXYZijAvailable() callback, that the app registers using TangoService_connectOnXYZijAvailable(onXYZijAvailable).
So failing to get xyz callback fired is not happening always, but usually half of the time, during tests, with a awful workaround that is by taking the app in background then foreground again ... this is curious, is this "recover" related to On-pause/On-resume low level stuff??). If someone has clues ....
By the way in Java API, same side effect was observed, once connecting cam texture for display (through Tango adequate API ...)
But here is my second "problem", back to acquiring YV12 color data from camera :
through registering to TangoService_connectOnFrameAvailable( TangoCameraId::TANGO_CAMERA_COLOR, nullptr, onFrameAvailable)
and providing static funtion onFrameAvailable defined like this :
static void onFrameAvailable(void* ctx, TangoCameraId id, const TangoImageBuffer* buffer)
{
...
LOGI("OnFrameAvailable(): Cam frame data received");
// Check if data format of expected type : YV12 , i.e.
// TangoImageFormatType::TANGO_HAL_PIXEL_FORMAT_YV12
// i.e. = 0x32315659 // YCrCb 4:2:0 Planar
//LOGI("OnFrameAvailable(): Frame data format (%x)", buffer->format);
....
}
the problem is that width, height, stride information of received TangoImageBuffer structure seems valid (1280x720, ...), BUT the format returned is changing every-time, and not the expected magic number (here 0x32315659) ...
I am doing something wrong there ? (but other info are OK ...)
Also, there is apparently only one data format defined (YV12 ) here, but seeing Fish Eye images from demo app, it seems grey level image, is it using same (color) format as low level capture than the RGB cam ???
1) Regarding the image from the camera, I came to the same conclusion you did - only availability of image data is through the C API
2) Regarding the image - I haven't had any issues with YUV, and my last encounter with this stuff was when I wrote JPEG stuff - the format is naked, i.e. it's an organizational structure and has no header information save the undefined metadata in the first line of pixels mentioned here - Here's a link to some code that may help you decode the image in a response to another message here
3) Regarding point cloud returns -
Please note this information is anecdotal, and to some degree the product of superstition - what works for me only does that sometimes, and may not work at all for you
Tango does seem to have a remarkable knack to simply stop producing point clouds. I think a lot of it has to do with very sensitive timing internally (I wonder if anyone mentioned that Linux ain't an RTOS when this was first crafted)
Almost all issues I encounter can be attributed to screwing up the timing where
A. Debugging the C level can may point clouds stop coming
B. Bugs in the native or java code that cause hiccups in the threads that are handling the callbacks can cause point clouds to stop coming
C. Excessive load can cause the system to loose sync, at which point the point clouds will stop coming - this is detectable, you will start to see a silvery grid pattern appear in rectangular areas of the image, and point clouds will cease. Rarely, the system will recover if load decreases, the silvery pattern goes away, and point clouds come back - more commonly the silvery pattern (I think its the 3d spatializing grid) grows to cover more of the image - at least a restart of the app is required for me, and a full tablet reboot every 3rd time or so
Summarizing, that's my suspicions and countermeasures, but it's based completely on personal experience -

How to collide objects with high speed in Unity

I try to create game for Android and I have problem with high speed objects, they don't wanna to collide.
I have Sphere with Sphere Collider and Bouncy material, and RigidBody with this param (Gravity=false, Interpolate=Interpolate, Collision Detection = Continuous Dynamic)
Also I have 3 walls with Box Collider and Bouncy material.
This is my code for Sphere
function IncreaseBallVelocity() {
rigidbody.velocity *= 1.05;
}
function Awake () {
rigidbody.AddForce(4, 4, 0, ForceMode.Impulse);
InvokeRepeating("IncreaseBallVelocity", 2, 2);
}
In project Settings I set: "Min Penetration For Penalty Force"=0.001, "Solver Interation Count"=50
When I play on the start it work fine (it bounces) but when speed go to high, Sphere just passes the wall.
Can anyone help me?
Thanks.
Edited
var hit : RaycastHit;
var mainGameScript : MainGame;
var particles_splash : GameObject;
function Awake () {
rigidbody.AddForce(4, 4, 0, ForceMode.Impulse);
InvokeRepeating("IncreaseBallVelocity", 2, 2);
}
function Update() {
if (rigidbody.SweepTest(transform.forward, hit, 0.5))
Debug.Log(hit.distance + "mts distance to obstacle");
if(transform.position.y < -3) {
mainGameScript.GameOver();
//Application.LoadLevel("Menu");
}
}
function IncreaseBallVelocity() {
rigidbody.velocity *= 1.05;
}
function OnCollisionEnter(collision : Collision) {
Instantiate(particles_splash, transform.position, transform.rotation);
}
EDITED added more info
Fixed Timestep = 0.02 Maximum Allowed Tir = 0.333
There is no difference between running the game in editor player and on Android
No. It looks OK when I set 0.01
My Paddle is Box Collider without Rigidbody, walls are the same
There are all in same layer (when speed is normal it all works) value in PhysicsManager are the default (same like in image) exept "Solver Interation Co..." = 50
No. When I change speed it pass other wall
I am using standard cube but I expand/shrink it to fit my screen and other objects, when I expand wall more then it's OK it bouncing
No. It's simple project simple example from Video http://www.youtube.com/watch?v=edfd1HJmKPY
I don't use gravity
See:
Similar SO Question
A community script that uses ray tracing to help manage fast objects
UnityAnswers post leading to the script in (2)
You could also try changing the fixed time step for physics. The smaller this value, the more times Unity calculates the physics of a scene. But be warned, making this value too small, say <= 0.005, will likely result in an unstable game, especially on a portable device.
The script above is best for bullets or small objects. You can manually force rigid body collisions tests:
public class example : MonoBehaviour {
public RaycastHit hit;
void Update() {
if (rigidbody.SweepTest(transform.forward, out hit, 10))
Debug.Log(hit.distance + "mts distance to obstacle");
}
}
I think the main problem is the manipulation of Rigidbody's velocity. I would try the following to solve the problem.
Redesign your code to ensure that IncreaseBallVelocity and every other manipulation of Rigidbody is called within FixedUpdate. Check that there are no other manipulations to Transform.position.
Try to replace setting velocity directly by using AddForce or similar methods so the physics engine has a higher chance to calculate all dependencies.
If there are more items (main player character, ...) involved related to the physics calculation, ensure that their code runs in FixedUpdate too.
Another point I stumbled upon were meshes that are scaled very much. Having a GameObject with scale <= 0.01 or >= 100 has definitely a negative impact on physics calculation. According to the docs and this Unity forum entry from one of the gurus you should avoid Transform.scale values != 1
Still not happy? OK then the next test is starting with high velocities but no acceleration. At this phase we want to know, if the high velocity itself or the acceleration is to blame for the problem. It would be interesting to know the velocities' values at which the physics engine starts to fail - please post them so that we can compare them.
EDIT: Some more things to investigate
6.7 m/sec does not sound that much so that I guess there is a special reason or a combination of reasons why things go wrong.
Is your Maximum Allowed Timestep high enough? For testing I suggest 5 to 10x Fixed Timestep. Note that this might kill the frame rate but that can be dfixed later.
Is there any difference between running the game in editor player and on Android?
Did you notice any drops in frame rate because of the 0.01 FixedTimestep? This would indicate that the physics engine might be in trouble.
Could it be that there are static colliders (objects having a collider but no Rigidbody) that are moved around or manipulated otherwise? This would cause heavy recalculations within PhysX.
What about the layers: Are all walls on the same layer resp. are the involved layers are configured appropriately in collision detection matrix?
Does the no-bounce effect always happen at the same wall? If so, can you just copy the 1st wall and put it in place of the second one to see if there is something wrong with this specific wall.
If not to much effort, I would try to set up some standard cubes as walls just to be sure that transform.scale is not to blame for it (I made really bad experience with this).
Do you manipulate gravity or TimeManager.timeScale from within a script?
BTW: are you using gravity? (Should be no problem just

How to calculate sound frequency in android?

I want to develop app to calculate Sound frequency in Android. Android Device will take
Sound from microphone (i.e. out side sound) and I have one color background screen in app.
on sound frequency changes i have to change background color of screen .
So my question is "How can i get sound frequency"?
is there any android API available?
Please help me out of this problem.
Your problem was solved here EDIT: archived here. Also you can analyze the frequency by using FFT.
EDIT: FFTBasedSpectrumAnalyzer (example code, the link from the comment)
Thanks for Reply I have done this by using sample on
http://som-itsolutions.blogspot.in/2012/01/fft-based-simple-spectrum-analyzer.html
Just modify your code for to calculate sound frequency by using below method
// sampleRate = 44100
public static int calculate(int sampleRate, short [] audioData){
int numSamples = audioData.length;
int numCrossing = 0;
for (int p = 0; p < numSamples-1; p++)
{
if ((audioData[p] > 0 && audioData[p + 1] <= 0) ||
(audioData[p] < 0 && audioData[p + 1] >= 0))
{
numCrossing++;
}
}
float numSecondsRecorded = (float)numSamples/(float)sampleRate;
float numCycles = numCrossing/2;
float frequency = numCycles/numSecondsRecorded;
return (int)frequency;
}
The other answers show how to display a spectrogram. I think the question is how to detect a change in fundamental frequency. This is asked so often on Stack Exchange I wrote a blog entry (with code!) about it:
http://blog.bjornroche.com/2012/07/frequency-detection-using-fft-aka-pitch.html
Admittedly, the code is in C, but I think you'll find it easy to port.
In short, you must:
low-pass the input signal so that higher frequency overtones are not mistaken for the fundamental frequency (this may not appear to be an issue in your application, since you are just looking for a change in pitch, but I recommend doing it anyway for reasons that are too complex to go into here).
window the signal, using a proper windowing function. To get the most responsive output, you should overlap the windows, which I don't do in my sample code.
Perform an FFT on the data in each window, and calculate the frequency using the index of maximum absolute peak value.
Keep in mind for your application where you probably want to detect the change in pitch accurately and quickly, the FFT method I describe may not be sufficient. You have two options:
There are techniques for increasing the specificity of the pitch tracking using phase information, not just the absolute peak.
Use a time-domain method based on autocorrelation. Yin is an excellent choice. (google for "yin pitch tracking")
Here is a link to the code mentioned. There's also some other useful code there.
https://github.com/gast-lib/gast-lib/blob/master/library/src/root/gast/audio/processing/ZeroCrossing.java
Here's the deal with ZeroCrossings:
It is inaccurate at determining frequency precisely based on recorded audio on an Android. That said, it is still useful for giving your app a general sense that the sound it is hearing is a constant singing tone, versus just noise.
The code here seems to work quite well for determining frequency, (if you can translate it from C# to java)
http://code.google.com/p/yaalp/

Implement page curl on android?

I was surfing the net looking for a nice effect for turning pages on Android and there just doesn't seem to be one. Since I'm learning the platform it seemed like a nice thing to be able to do is this.
I managed to find a page here: http://wdnuon.blogspot.com/2010/05/implementing-ibooks-page-curling-using.html
- (void)deform
{
Vertex2f vi; // Current input vertex
Vertex3f v1; // First stage of the deformation
Vertex3f *vo; // Pointer to the finished vertex
CGFloat R, r, beta;
for (ushort ii = 0; ii < numVertices_; ii++)
{
// Get the current input vertex.
vi = inputMesh_[ii];
// Radius of the circle circumscribed by vertex (vi.x, vi.y) around A on the x-y plane
R = sqrt(vi.x * vi.x + pow(vi.y - A, 2));
// Now get the radius of the cone cross section intersected by our vertex in 3D space.
r = R * sin(theta);
// Angle subtended by arc |ST| on the cone cross section.
beta = asin(vi.x / R) / sin(theta);
// *** MAGIC!!! ***
v1.x = r * sin(beta);
v1.y = R + A - r * (1 - cos(beta)) * sin(theta);
v1.z = r * (1 - cos(beta)) * cos(theta);
// Apply a basic rotation transform around the y axis to rotate the curled page.
// These two steps could be combined through simple substitution, but are left
// separate to keep the math simple for debugging and illustrative purposes.
vo = &outputMesh_[ii];
vo->x = (v1.x * cos(rho) - v1.z * sin(rho));
vo->y = v1.y;
vo->z = (v1.x * sin(rho) + v1.z * cos(rho));
}
}
that gives an example (above) code for iPhone but I have no idea how I would go about implementing this on android. Could any of the Math gods out there please help me out with how I would go about implementing this in Android Java.
Is it possible using the native draw APIs, would I have to use openGL? Could I mimik the behaviour somehow?
Any help would be appreciated. Thanks.
****************EDIT**********************************************
I found a Bitmap Mesh example in the Android API demos: http://developer.android.com/resources/samples/ApiDemos/src/com/example/android/apis/graphics/BitmapMesh.html
Maybe someone could help me out on an equation to simply fold the top right corner inward diagnally across the page to create a similar effect that I can later apply shadows to to gie it more depth?
I'm doing some experimenting on page curl effect on Android using OpenGL ES at the moment. It's quite a sketch actually but maybe gives some idea how to implement page curl for your needs. If you're interested in 3D page flip implementation that is.
As for the formula you're referring to - I tried it out and didn't like the result too much. I'd say it simply doesn't fit small screen very well and started to hack a more simple solution.
Code can be found here:
https://github.com/harism/android_page_curl/
While writing this I'm in the midst of deciding how to implement 'fake' soft shadows - and whether to create a proper application to show off this page curl effect. Also this is pretty much one of the very few OpenGL implementations I've ever done and shouldn't be taken too much as a proper example.
I just created a open source project which features a page curl simulation in 2D using the native canvas: https://github.com/moritz-wundke/android-page-curl
I'm still working on it to add adapters and such to make it usable as a standalone view.
EDIT: Links updated.
EDIT: Missing files has been pushed to repo.
I'm pretty sure, that you'd have to use OpenGL for a nice effect. The basic UI framework's capabilities are quite limited, you can only do basic transformations (alpha, translate, rotate) on Views using animations.
Tho it might be possible to mimic something like that in 2D using a FrameLayout, and a custom View in it.

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