From 7246c51b7741312dceb90bc848ba8da73c41d7bb Mon Sep 17 00:00:00 2001 From: wendtalexander Date: Thu, 11 May 2023 18:50:32 +0200 Subject: [PATCH] removing the inst freq as a feature, and fintuning --- .python-version | 1 - .../chirp_exploration.ipynb | 193 ++++++++++---- chirp_instantaneous_freq/chirp_exploration.py | 241 ++++++++++++++++++ code/chirpdetection.py | 48 ++-- code/chirpdetector_conf.yml | 6 +- 5 files changed, 413 insertions(+), 76 deletions(-) delete mode 100644 .python-version create mode 100644 chirp_instantaneous_freq/chirp_exploration.py diff --git a/.python-version b/.python-version deleted file mode 100644 index 675903c..0000000 --- a/.python-version +++ /dev/null @@ -1 +0,0 @@ -chirpdetection diff --git a/chirp_instantaneous_freq/chirp_exploration.ipynb b/chirp_instantaneous_freq/chirp_exploration.ipynb index 8c27cf3..bf4c887 100644 --- a/chirp_instantaneous_freq/chirp_exploration.ipynb +++ b/chirp_instantaneous_freq/chirp_exploration.ipynb @@ -13,15 +13,33 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 14, "metadata": {}, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "QApplication: invalid style override passed, ignoring it.\n", - " Available styles: Windows, Fusion\n" + "ename": "ImportError", + "evalue": "Failed to import any of the following Qt binding modules: PyQt6, PySide6, PyQt5, PySide2", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mImportError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[14], line 5\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mthunderfish\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mfakefish\u001b[39;00m \u001b[39mas\u001b[39;00m \u001b[39mff\u001b[39;00m \n\u001b[1;32m 4\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mfilters\u001b[39;00m \u001b[39mimport\u001b[39;00m instantaneous_frequency, bandpass_filter\n\u001b[0;32m----> 5\u001b[0m get_ipython()\u001b[39m.\u001b[39;49mrun_line_magic(\u001b[39m'\u001b[39;49m\u001b[39mmatplotlib\u001b[39;49m\u001b[39m'\u001b[39;49m, \u001b[39m'\u001b[39;49m\u001b[39mqt\u001b[39;49m\u001b[39m'\u001b[39;49m)\n\u001b[1;32m 7\u001b[0m \u001b[39m# parameters that stay the same\u001b[39;00m\n\u001b[1;32m 8\u001b[0m samplerate \u001b[39m=\u001b[39m \u001b[39m20000\u001b[39m\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/IPython/core/interactiveshell.py:2369\u001b[0m, in \u001b[0;36mInteractiveShell.run_line_magic\u001b[0;34m(self, magic_name, line, _stack_depth)\u001b[0m\n\u001b[1;32m 2367\u001b[0m kwargs[\u001b[39m'\u001b[39m\u001b[39mlocal_ns\u001b[39m\u001b[39m'\u001b[39m] \u001b[39m=\u001b[39m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mget_local_scope(stack_depth)\n\u001b[1;32m 2368\u001b[0m \u001b[39mwith\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mbuiltin_trap:\n\u001b[0;32m-> 2369\u001b[0m result \u001b[39m=\u001b[39m fn(\u001b[39m*\u001b[39;49margs, \u001b[39m*\u001b[39;49m\u001b[39m*\u001b[39;49mkwargs)\n\u001b[1;32m 2371\u001b[0m \u001b[39m# The code below prevents the output from being displayed\u001b[39;00m\n\u001b[1;32m 2372\u001b[0m \u001b[39m# when using magics with decodator @output_can_be_silenced\u001b[39;00m\n\u001b[1;32m 2373\u001b[0m \u001b[39m# when the last Python token in the expression is a ';'.\u001b[39;00m\n\u001b[1;32m 2374\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mgetattr\u001b[39m(fn, magic\u001b[39m.\u001b[39mMAGIC_OUTPUT_CAN_BE_SILENCED, \u001b[39mFalse\u001b[39;00m):\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/IPython/core/magics/pylab.py:99\u001b[0m, in \u001b[0;36mPylabMagics.matplotlib\u001b[0;34m(self, line)\u001b[0m\n\u001b[1;32m 97\u001b[0m \u001b[39mprint\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39mAvailable matplotlib backends: \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m\"\u001b[39m \u001b[39m%\u001b[39m backends_list)\n\u001b[1;32m 98\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m---> 99\u001b[0m gui, backend \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49mshell\u001b[39m.\u001b[39;49menable_matplotlib(args\u001b[39m.\u001b[39;49mgui\u001b[39m.\u001b[39;49mlower() \u001b[39mif\u001b[39;49;00m \u001b[39misinstance\u001b[39;49m(args\u001b[39m.\u001b[39;49mgui, \u001b[39mstr\u001b[39;49m) \u001b[39melse\u001b[39;49;00m args\u001b[39m.\u001b[39;49mgui)\n\u001b[1;32m 100\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_show_matplotlib_backend(args\u001b[39m.\u001b[39mgui, backend)\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/IPython/core/interactiveshell.py:3555\u001b[0m, in \u001b[0;36mInteractiveShell.enable_matplotlib\u001b[0;34m(self, gui)\u001b[0m\n\u001b[1;32m 3551\u001b[0m \u001b[39mprint\u001b[39m(\u001b[39m'\u001b[39m\u001b[39mWarning: Cannot change to a different GUI toolkit: \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m.\u001b[39m\u001b[39m'\u001b[39m\n\u001b[1;32m 3552\u001b[0m \u001b[39m'\u001b[39m\u001b[39m Using \u001b[39m\u001b[39m%s\u001b[39;00m\u001b[39m instead.\u001b[39m\u001b[39m'\u001b[39m \u001b[39m%\u001b[39m (gui, \u001b[39mself\u001b[39m\u001b[39m.\u001b[39mpylab_gui_select))\n\u001b[1;32m 3553\u001b[0m gui, backend \u001b[39m=\u001b[39m pt\u001b[39m.\u001b[39mfind_gui_and_backend(\u001b[39mself\u001b[39m\u001b[39m.\u001b[39mpylab_gui_select)\n\u001b[0;32m-> 3555\u001b[0m pt\u001b[39m.\u001b[39;49mactivate_matplotlib(backend)\n\u001b[1;32m 3556\u001b[0m configure_inline_support(\u001b[39mself\u001b[39m, backend)\n\u001b[1;32m 3558\u001b[0m \u001b[39m# Now we must activate the gui pylab wants to use, and fix %run to take\u001b[39;00m\n\u001b[1;32m 3559\u001b[0m \u001b[39m# plot updates into account\u001b[39;00m\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/IPython/core/pylabtools.py:360\u001b[0m, in \u001b[0;36mactivate_matplotlib\u001b[0;34m(backend)\u001b[0m\n\u001b[1;32m 355\u001b[0m \u001b[39m# Due to circular imports, pyplot may be only partially initialised\u001b[39;00m\n\u001b[1;32m 356\u001b[0m \u001b[39m# when this function runs.\u001b[39;00m\n\u001b[1;32m 357\u001b[0m \u001b[39m# So avoid needing matplotlib attribute-lookup to access pyplot.\u001b[39;00m\n\u001b[1;32m 358\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mmatplotlib\u001b[39;00m \u001b[39mimport\u001b[39;00m pyplot \u001b[39mas\u001b[39;00m plt\n\u001b[0;32m--> 360\u001b[0m plt\u001b[39m.\u001b[39;49mswitch_backend(backend)\n\u001b[1;32m 362\u001b[0m plt\u001b[39m.\u001b[39mshow\u001b[39m.\u001b[39m_needmain \u001b[39m=\u001b[39m \u001b[39mFalse\u001b[39;00m\n\u001b[1;32m 363\u001b[0m \u001b[39m# We need to detect at runtime whether show() is called by the user.\u001b[39;00m\n\u001b[1;32m 364\u001b[0m \u001b[39m# For this, we wrap it into a decorator which adds a 'called' flag.\u001b[39;00m\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/matplotlib/pyplot.py:271\u001b[0m, in \u001b[0;36mswitch_backend\u001b[0;34m(newbackend)\u001b[0m\n\u001b[1;32m 268\u001b[0m \u001b[39m# have to escape the switch on access logic\u001b[39;00m\n\u001b[1;32m 269\u001b[0m old_backend \u001b[39m=\u001b[39m \u001b[39mdict\u001b[39m\u001b[39m.\u001b[39m\u001b[39m__getitem__\u001b[39m(rcParams, \u001b[39m'\u001b[39m\u001b[39mbackend\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[0;32m--> 271\u001b[0m backend_mod \u001b[39m=\u001b[39m importlib\u001b[39m.\u001b[39;49mimport_module(\n\u001b[1;32m 272\u001b[0m cbook\u001b[39m.\u001b[39;49m_backend_module_name(newbackend))\n\u001b[1;32m 274\u001b[0m required_framework \u001b[39m=\u001b[39m _get_required_interactive_framework(backend_mod)\n\u001b[1;32m 275\u001b[0m \u001b[39mif\u001b[39;00m required_framework \u001b[39mis\u001b[39;00m \u001b[39mnot\u001b[39;00m \u001b[39mNone\u001b[39;00m:\n", + "File \u001b[0;32m/opt/homebrew/Cellar/python@3.11/3.11.3/Frameworks/Python.framework/Versions/3.11/lib/python3.11/importlib/__init__.py:126\u001b[0m, in \u001b[0;36mimport_module\u001b[0;34m(name, package)\u001b[0m\n\u001b[1;32m 124\u001b[0m \u001b[39mbreak\u001b[39;00m\n\u001b[1;32m 125\u001b[0m level \u001b[39m+\u001b[39m\u001b[39m=\u001b[39m \u001b[39m1\u001b[39m\n\u001b[0;32m--> 126\u001b[0m \u001b[39mreturn\u001b[39;00m _bootstrap\u001b[39m.\u001b[39;49m_gcd_import(name[level:], package, level)\n", + "File \u001b[0;32m:1206\u001b[0m, in \u001b[0;36m_gcd_import\u001b[0;34m(name, package, level)\u001b[0m\n", + "File \u001b[0;32m:1178\u001b[0m, in \u001b[0;36m_find_and_load\u001b[0;34m(name, import_)\u001b[0m\n", + "File \u001b[0;32m:1149\u001b[0m, in \u001b[0;36m_find_and_load_unlocked\u001b[0;34m(name, import_)\u001b[0m\n", + "File \u001b[0;32m:690\u001b[0m, in \u001b[0;36m_load_unlocked\u001b[0;34m(spec)\u001b[0m\n", + "File \u001b[0;32m:940\u001b[0m, in \u001b[0;36mexec_module\u001b[0;34m(self, module)\u001b[0m\n", + "File \u001b[0;32m:241\u001b[0m, in \u001b[0;36m_call_with_frames_removed\u001b[0;34m(f, *args, **kwds)\u001b[0m\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/matplotlib/backends/backend_qt5agg.py:7\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39m.\u001b[39;00m\u001b[39m.\u001b[39;00m \u001b[39mimport\u001b[39;00m backends\n\u001b[1;32m 6\u001b[0m backends\u001b[39m.\u001b[39m_QT_FORCE_QT5_BINDING \u001b[39m=\u001b[39m \u001b[39mTrue\u001b[39;00m\n\u001b[0;32m----> 7\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39m.\u001b[39;00m\u001b[39mbackend_qtagg\u001b[39;00m \u001b[39mimport\u001b[39;00m ( \u001b[39m# noqa: F401, E402 # pylint: disable=W0611\u001b[39;00m\n\u001b[1;32m 8\u001b[0m _BackendQTAgg, FigureCanvasQTAgg, FigureManagerQT, NavigationToolbar2QT,\n\u001b[1;32m 9\u001b[0m FigureCanvasAgg, FigureCanvasQT)\n\u001b[1;32m 12\u001b[0m \u001b[39m@_BackendQTAgg\u001b[39m\u001b[39m.\u001b[39mexport\n\u001b[1;32m 13\u001b[0m \u001b[39mclass\u001b[39;00m \u001b[39m_BackendQT5Agg\u001b[39;00m(_BackendQTAgg):\n\u001b[1;32m 14\u001b[0m \u001b[39mpass\u001b[39;00m\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/matplotlib/backends/backend_qtagg.py:9\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mctypes\u001b[39;00m\n\u001b[1;32m 7\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39mmatplotlib\u001b[39;00m\u001b[39m.\u001b[39;00m\u001b[39mtransforms\u001b[39;00m \u001b[39mimport\u001b[39;00m Bbox\n\u001b[0;32m----> 9\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39m.\u001b[39;00m\u001b[39mqt_compat\u001b[39;00m \u001b[39mimport\u001b[39;00m QT_API, _enum\n\u001b[1;32m 10\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39m.\u001b[39;00m\u001b[39mbackend_agg\u001b[39;00m \u001b[39mimport\u001b[39;00m FigureCanvasAgg\n\u001b[1;32m 11\u001b[0m \u001b[39mfrom\u001b[39;00m \u001b[39m.\u001b[39;00m\u001b[39mbackend_qt\u001b[39;00m \u001b[39mimport\u001b[39;00m QtCore, QtGui, _BackendQT, FigureCanvasQT\n", + "File \u001b[0;32m/opt/homebrew/lib/python3.11/site-packages/matplotlib/backends/qt_compat.py:135\u001b[0m\n\u001b[1;32m 133\u001b[0m \u001b[39mbreak\u001b[39;00m\n\u001b[1;32m 134\u001b[0m \u001b[39melse\u001b[39;00m:\n\u001b[0;32m--> 135\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mImportError\u001b[39;00m(\n\u001b[1;32m 136\u001b[0m \u001b[39m\"\u001b[39m\u001b[39mFailed to import any of the following Qt binding modules: \u001b[39m\u001b[39m{}\u001b[39;00m\u001b[39m\"\u001b[39m\n\u001b[1;32m 137\u001b[0m \u001b[39m.\u001b[39mformat(\u001b[39m\"\u001b[39m\u001b[39m, \u001b[39m\u001b[39m\"\u001b[39m\u001b[39m.\u001b[39mjoin(_ETS\u001b[39m.\u001b[39mvalues())))\n\u001b[1;32m 138\u001b[0m \u001b[39melse\u001b[39;00m: \u001b[39m# We should not get there.\u001b[39;00m\n\u001b[1;32m 139\u001b[0m \u001b[39mraise\u001b[39;00m \u001b[39mAssertionError\u001b[39;00m(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mUnexpected QT_API: \u001b[39m\u001b[39m{\u001b[39;00mQT_API\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m)\n", + "\u001b[0;31mImportError\u001b[0m: Failed to import any of the following Qt binding modules: PyQt6, PySide6, PyQt5, PySide2" ] } ], @@ -41,15 +59,18 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 7, "metadata": {}, "outputs": [ { - "name": "stderr", - "output_type": "stream", - "text": [ - "qt.qpa.wayland: Wayland does not support QWindow::requestActivate()\n" - ] + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -130,7 +151,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -146,40 +167,23 @@ "size 130 Hz; Integral 1.518\n", "size 150 Hz; Integral 1.752\n", "size 170 Hz; Integral 1.986\n", - "size 190 Hz; Integral 2.219\n", - "size 210 Hz; Integral 2.453\n", - "size 230 Hz; Integral 2.687\n", - "size 250 Hz; Integral 2.92\n", - "size 270 Hz; Integral 3.154\n", - "size 290 Hz; Integral 3.387\n", - "size 310 Hz; Integral 3.621\n", - "size 330 Hz; Integral 3.855\n", - "size 350 Hz; Integral 4.088\n", - "size 370 Hz; Integral 4.322\n", - "size 390 Hz; Integral 4.555\n", - "size 410 Hz; Integral 4.789\n", - "size 430 Hz; Integral 5.023\n", - "size 450 Hz; Integral 5.256\n", - "size 470 Hz; Integral 5.49\n", - "size 490 Hz; Integral 5.724\n", - "size 510 Hz; Integral 5.957\n", - "size 530 Hz; Integral 6.191\n", - "size 550 Hz; Integral 6.424\n", - "size 570 Hz; Integral 6.658\n", - "size 590 Hz; Integral 6.892\n" + "size 190 Hz; Integral 2.219\n" ] }, { - "name": "stderr", - "output_type": "stream", - "text": [ - "qt.qpa.wayland: Wayland does not support QWindow::requestActivate()\n" - ] + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "sizes = np.arange(10, 600, 20)\n", - "fig, axs = plt.subplots(2, len(sizes), figsize=(10, 5), sharex=True, sharey='row')\n", + "sizes = np.arange(10, 600, 20)[:10]\n", + "fig, axs = plt.subplots(2, len(sizes), figsize=(20, 5), sharex=True, sharey='row')\n", "integrals = []\n", "\n", "for i, size in enumerate(sizes):\n", @@ -211,9 +215,36 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "width 0.02 s; Integral 1.168\n", + "width 0.025 s; Integral 1.46\n", + "width 0.030000000000000002 s; Integral 1.752\n", + "width 0.035 s; Integral 2.044\n", + "width 0.04000000000000001 s; Integral 2.336\n", + "width 0.045000000000000005 s; Integral 2.628\n", + "width 0.05 s; Integral 2.92\n", + "width 0.05500000000000001 s; Integral 3.212\n", + "width 0.06000000000000001 s; Integral 3.504\n", + "width 0.06500000000000002 s; Integral 3.796\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "widths = np.arange(0.02, 0.08, 0.005)\n", "fig, axs = plt.subplots(2, len(widths), figsize=(10, 5), sharex=True, sharey='row')\n", @@ -250,9 +281,49 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/homebrew/lib/python3.11/site-packages/thunderfish/fakefish.py:373: RuntimeWarning: divide by zero encountered in scalar divide\n", + " chirp_sig = 0.5*chirp_width / (2.0*np.log(10.0))**(0.5/chirp_kurtosis)\n", + "/opt/homebrew/lib/python3.11/site-packages/thunderfish/fakefish.py:374: RuntimeWarning: divide by zero encountered in divide\n", + " gauss = np.exp(-0.5*((chirp_t/chirp_sig)**2.0)**chirp_kurtosis)\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "kurt 0.0; Integral 4.852\n", + "kurt 1.6; Integral 1.38\n", + "kurt 3.2; Integral 1.634\n", + "kurt 4.800000000000001; Integral 1.741\n", + "kurt 6.4; Integral 1.8\n", + "kurt 8.0; Integral 1.837\n", + "kurt 9.600000000000001; Integral 1.862\n", + "kurt 11.200000000000001; Integral 1.881\n", + "kurt 12.8; Integral 1.895\n", + "kurt 14.4; Integral 1.906\n", + "kurt 16.0; Integral 1.915\n", + "kurt 17.6; Integral 1.923\n", + "kurt 19.200000000000003; Integral 1.929\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "kurtosiss = np.arange(0, 20, 1.6)\n", "fig, axs = plt.subplots(2, len(kurtosiss), figsize=(10, 5), sharex=True, sharey='row')\n", @@ -287,9 +358,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "contrasts = np.arange(0.0, 1.1, 0.1)\n", "fig, axs = plt.subplots(2, len(sizes), figsize=(10, 5), sharex=True, sharey='row')\n", @@ -325,9 +407,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "phases = np.arange(0.0, 2 * np.pi, 0.2)\n", "fig, axs = plt.subplots(2, len(sizes), figsize=(10, 5), sharex=True, sharey='row')\n", @@ -380,7 +473,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.2" + "version": "3.11.3" }, "orig_nbformat": 4 }, diff --git a/chirp_instantaneous_freq/chirp_exploration.py b/chirp_instantaneous_freq/chirp_exploration.py new file mode 100644 index 0000000..dea02f9 --- /dev/null +++ b/chirp_instantaneous_freq/chirp_exploration.py @@ -0,0 +1,241 @@ +#!/usr/bin/env python +# coding: utf-8 + +# # Why can the instantaneous frequency of a band-pass filtered chirp recording go down ... +# ... if a chirp is an up-modulation of the frequency? +# +# This is the question we try to answer in this notebook + +# In[14]: + + +import matplotlib.pyplot as plt +import numpy as np +import thunderfish.fakefish as ff +from filters import instantaneous_frequency, bandpass_filter +#get_ipython().run_line_magic('matplotlib', 'qt') + +# parameters that stay the same +samplerate = 20000 +duration = 0.2 +chirp_freq = 5 +smooth = 3 + + +# In[7]: + + +def make_chirp(eodf, size, width, kurtosis, contrast, phase0): + + chirp_trace, amp = ff.chirps( + eodf = eodf, + samplerate = samplerate, + duration = duration, + chirp_freq = chirp_freq, + chirp_size = size, + chirp_width = width, + chirp_kurtosis = kurtosis, + chirp_contrast = contrast, + ) + + chirp = ff.wavefish_eods( + fish = 'Alepto', + frequency = chirp_trace, + samplerate = samplerate, + duration = duration, + phase0 = phase0, + noise_std = 0, + ) + + chirp *= amp + + return chirp_trace, chirp + +def filtered_chirp(eodf, size, width, kurtosis, contrast, phase0): + + time = np.arange(0, duration, 1/samplerate) + chirp_trace, chirp = make_chirp( + eodf = eodf, + size = size, + width = width, + kurtosis = kurtosis, + contrast = contrast, + phase0 = phase0, + ) + + # apply filters + narrow_filtered = bandpass_filter(chirp, samplerate, eodf-10, eodf+10) + narrow_freqtime, narrow_freq = instantaneous_frequency(narrow_filtered, samplerate, smooth) + broad_filtered = bandpass_filter(chirp, samplerate, eodf-300, eodf+300) + broad_freqtime, broad_freq = instantaneous_frequency(broad_filtered, samplerate, smooth) + + original = (time, chirp_trace, chirp) + broad = (broad_freqtime, broad_freq, broad_filtered) + narrow = (narrow_freqtime, narrow_freq, narrow_filtered) + + return original, broad, narrow + +def plot(original, broad, narrow, axs): + + axs[0].plot(original[0], original[1], label='chirp trace') + axs[0].plot(broad[0], broad[1], label='broad filtered') + axs[0].plot(narrow[0], narrow[1], label='narrow filtered') + axs[1].plot(original[0], original[2], label='unfiltered') + axs[1].plot(original[0], broad[2], label='broad filtered') + axs[1].plot(original[0], narrow[2], label='narrow filtered') + +original, broad, narrow = filtered_chirp(600, 100, 0.02, 1, 0.1, 0) +fig, axs = plt.subplots(2, 1, figsize=(10, 5), sharex=True) +plot(original, broad, narrow, axs) +fig.align_labels() +plt.show() + + +# ## Chirp size +# now that we have established an easy way to simulate and plot the chirps, lets change the chirp size and see how the narrow-filtered instantaneous frequency changes. + +# In[17]: + + +sizes = np.arange(10, 600, 20)[:10] +fig, axs = plt.subplots(2, len(sizes), figsize=(20, 5), sharex=True, sharey='row') +integrals = [] + +for i, size in enumerate(sizes): + original, broad, narrow = filtered_chirp(600, size, 0.02, 1, 0.1, 0) + + integral = np.sum(original[1]-600)/(20000) + integrals.append(integral) + + plot(original, broad, narrow, axs[:, i]) + axs[:, i][0].set_xlim(0.06, 0.14) + axs[0, i].set_title(np.round(integral, 3)) + print(f'size {size} Hz; Integral {np.round(integral,3)}') + +fig.legend(handles=axs[0,0].get_lines(), loc='upper center', ncol=3) +axs[0,0].set_ylabel('frequency [Hz]') +axs[1,0].set_ylabel('amplitude [a.u.]') +fig.supxlabel('time [s]') +fig.align_labels() +plt.show() + + +# ## Chirp width + +# In[9]: + + +widths = np.arange(0.02, 0.08, 0.005) +fig, axs = plt.subplots(2, len(widths), figsize=(10, 5), sharex=True, sharey='row') +integrals = [] + +for i, width in enumerate(widths): + if i > 9: + break + + original, broad, narrow = filtered_chirp(600, 100, width, 1, 0.1, 0) + + integral = np.sum(original[1]-600)/(20000) + + plot(original, broad, narrow, axs[:, i]) + axs[:, i][0].set_xlim(0.06, 0.14) + axs[0, i].set_title(f'width {np.round(width, 2)} s') + print(f'width {width} s; Integral {np.round(integral, 3)}') + +fig.legend(handles=axs[0,0].get_lines(), loc='upper center', ncol=3) +axs[0,0].set_ylabel('frequency [Hz]') +axs[1,0].set_ylabel('amplitude [a.u.]') +fig.supxlabel('time [s]') +fig.align_labels() +plt.show() + + +# ## Chirp kurtosis + +# In[10]: + + +kurtosiss = np.arange(0, 20, 1.6) +fig, axs = plt.subplots(2, len(kurtosiss), figsize=(10, 5), sharex=True, sharey='row') +integrals = [] + +for i, kurtosis in enumerate(kurtosiss): + + original, broad, narrow = filtered_chirp(600, 100, 0.02, kurtosis, 0.1, 0) + + integral = np.sum(original[1]-600)/(20000) + + plot(original, broad, narrow, axs[:, i]) + axs[:, i][0].set_xlim(0.06, 0.14) + axs[0, i].set_title(f'kurt {np.round(kurtosis, 2)}') + print(f'kurt {kurtosis}; Integral {np.round(integral, 3)}') + +fig.legend(handles=axs[0,0].get_lines(), loc='upper center', ncol=3) +axs[0,0].set_ylabel('frequency [Hz]') +axs[1,0].set_ylabel('amplitude [a.u.]') +fig.supxlabel('time [s]') +fig.align_labels() +plt.show() + + +# ## Chirp contrast + +# In[11]: + + +contrasts = np.arange(0.0, 1.1, 0.1) +fig, axs = plt.subplots(2, len(sizes), figsize=(10, 5), sharex=True, sharey='row') +integrals = [] + +for i, contrast in enumerate(contrasts): + if i > 9: + break + original, broad, narrow = filtered_chirp(600, 100, 0.02, 1, contrast, 0) + + integral = np.trapz(original[2], original[0]) + integrals.append(integral) + + plot(original, broad, narrow, axs[:, i]) + axs[:, i][0].set_xlim(0.06, 0.14) + axs[0, i].set_title(f'contr {np.round(contrast, 2)}') + +fig.legend(handles=axs[0,0].get_lines(), loc='upper center', ncol=3) +axs[0,0].set_ylabel('frequency [Hz]') +axs[1,0].set_ylabel('amplitude [a.u.]') +fig.supxlabel('time [s]') +fig.align_labels() +plt.show() + + +# ## Chirp phase + +# In[12]: + + +phases = np.arange(0.0, 2 * np.pi, 0.2) +fig, axs = plt.subplots(2, len(sizes), figsize=(10, 5), sharex=True, sharey='row') +integrals = [] +for i, phase in enumerate(phases): + if i > 9: + break + + original, broad, narrow = filtered_chirp(600, 100, 0.02, 1, 0.1, phase) + + integral = np.trapz(original[2], original[0]) + integrals.append(integral) + + plot(original, broad, narrow, axs[:, i]) + axs[:, i][0].set_xlim(0.06, 0.14) + axs[0, i].set_title(f'phase {np.round(phase, 2)}') + + +fig.legend(handles=axs[0,0].get_lines(), loc='upper center', ncol=3) +axs[0,0].set_ylabel('frequency [Hz]') +axs[1,0].set_ylabel('amplitude [a.u.]') +fig.supxlabel('time [s]') +fig.align_labels() +plt.show() + + +# These experiments show, that the narrow filtered instantaneous freuqency only switches its sign, when the integral of the instantaneous frequency (that was used to make the signal) +# changes. Specifically, when the instantaneous frequency is 0.57, 1.57, 2.57 etc., the sign swithes. diff --git a/code/chirpdetection.py b/code/chirpdetection.py index a89b568..52cb144 100755 --- a/code/chirpdetection.py +++ b/code/chirpdetection.py @@ -749,8 +749,9 @@ def chirpdetection(datapath: str, plot: str, debug: str = "false") -> None: multiwindow_chirps = [] multiwindow_ids = [] - for st, window_start_index in enumerate(window_start_indices): - logger.info(f"Processing window {st+1} of {len(window_start_indices)}") + for st, window_start_index in enumerate(window_start_indices[1853:]): + + logger.info(f"Processing window {st} of {len(window_start_indices)}") window_start_seconds = window_start_index / data.raw_rate window_duration_seconds = window_duration / data.raw_rate @@ -914,17 +915,19 @@ def chirpdetection(datapath: str, plot: str, debug: str = "false") -> None: baseline_frequency - np.median(baseline_frequency) ) - # check if there is at least one superthreshold peak on the - # instantaneous and exit the loop if not. This is used to - # prevent windows that do definetely not include a chirp - # to enter normalization, where small changes due to noise - # would be amplified + # # check if there is at least one superthreshold peak on the + # # instantaneous and exit the loop if not. This is used to + # # prevent windows that do definetely not include a chirp + # # to enter normalization, where small changes due to noise + # # would be amplified - if not has_chirp( - baseline_frequency_filtered[amplitude_mask], - config.baseline_frequency_peakheight, - ): - continue + # if not has_chirp( + # baseline_frequency_filtered[amplitude_mask], + # config.baseline_frequency_peakheight, + # ): + # logger.warning( + # f"Amplitude to small for the chirp detection of track {track_id} window {st},") + # continue # CUT OFF OVERLAP --------------------------------------------- @@ -974,11 +977,11 @@ def chirpdetection(datapath: str, plot: str, debug: str = "false") -> None: # normalize all three feature arrays to the same range to make # peak detection simpler - baseline_envelope = minmaxnorm([baseline_envelope])[0] - search_envelope = minmaxnorm([search_envelope])[0] - baseline_frequency_filtered = minmaxnorm( - [baseline_frequency_filtered] - )[0] + # baseline_envelope = minmaxnorm([baseline_envelope])[0] + # search_envelope = minmaxnorm([search_envelope])[0] + # baseline_frequency_filtered = minmaxnorm( + # [baseline_frequency_filtered] + # )[0] # PEAK DETECTION ---------------------------------------------- @@ -995,6 +998,7 @@ def chirpdetection(datapath: str, plot: str, debug: str = "false") -> None: baseline_frequency_filtered, prominence=config.frequency_prominence, ) + # DETECT CHIRPS IN SEARCH WINDOW ------------------------------ @@ -1010,11 +1014,10 @@ def chirpdetection(datapath: str, plot: str, debug: str = "false") -> None: # check if one list is empty and if so, skip to the next # electrode because a chirp cannot be detected if one is empty - one_feature_empty = ( len(baseline_peak_timestamps) == 0 or len(search_peak_timestamps) == 0 - or len(frequency_peak_timestamps) == 0 + #or len(frequency_peak_timestamps) == 0 ) if one_feature_empty and (debug == "false"): @@ -1026,15 +1029,16 @@ def chirpdetection(datapath: str, plot: str, debug: str = "false") -> None: sublists = [ list(baseline_peak_timestamps), list(search_peak_timestamps), - list(frequency_peak_timestamps), + #list(frequency_peak_timestamps), ] singleelectrode_chirps = group_timestamps( sublists=sublists, - at_least_in=3, + at_least_in=2, difference_threshold=config.chirp_window_threshold, ) + # check it there are chirps detected after grouping, continue # with the loop if not @@ -1185,4 +1189,4 @@ if __name__ == "__main__": # datapath = "/home/weygoldt/Data/uni/efishdata/2016-colombia/fishgrid/2016-04-09-22_25/" # datapath = "/home/weygoldt/Data/uni/chirpdetection/GP2023_chirp_detection/data/mount_data/2020-03-13-10_00/" datapath = "../data/2022-06-02-10_00/" - chirpdetection(datapath, plot="save", debug="false") + chirpdetection(datapath, plot="show", debug="false") diff --git a/code/chirpdetector_conf.yml b/code/chirpdetector_conf.yml index bb4598b..1d509a6 100755 --- a/code/chirpdetector_conf.yml +++ b/code/chirpdetector_conf.yml @@ -38,9 +38,9 @@ search_envelope_cutoff: 10 # search envelope estimation cufoff # search_prominence: 0.000004 # peak prominence threshold for search envelope # frequency_prominence: 2 # peak prominence threshold for baseline freq -baseline_prominence: 0.3 # peak prominence threshold for baseline envelope -search_prominence: 0.3 # peak prominence threshold for search envelope -frequency_prominence: 0.3 # peak prominence threshold for baseline freq +baseline_prominence: 0.00005 # peak prominence threshold for baseline envelope +search_prominence: 0.000005 # peak prominence threshold for search envelope +frequency_prominence: 1 # peak prominence threshold for baseline freq # Classify events as chirps if they are less than this time apart chirp_window_threshold: 0.02