{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "*This notebook is mainly a translation from MATLAB/Octave [scripts](https://github.com/ikostoski/esp32-i2s-slm/tree/master/math) by Ivan Kostoski to Python.*\n", "\n", "The purpose of this notebook is to design IIR filters for A/C-weighting and for equalizing (flattenning) microphone frequency response.\n", "\n", "Unlike Ivan, I'm not an DSP expert, but from what I understand designing an IIR filter to achieve desired frequency response might be tricky and there is no straightforward way to do it in general case. However you might use some mix of answers found on dsp.stackexchange.com plus ad-hoc heuristics for your specific case.\n", "\n", "You'll notice that all filters here are converted to *SOS (Second Order Sections)* form. This is done in order to improve numerical stability. As all calculations on ESP32 are performed using single float (32 bit) precision, higher order filters might become numerically unstable. So if you have a filter of higher order you can convert it to a cascade of *SOS* using `scipy.signal.tf2sos`\n", "\n", "Also keep in mind that all digital filters coefficients are calculated with respect to fixed sampling rate. Here **48kHz** is used, but if you have a different rate, you might need to re-run this notebook with `fs` set to your required value." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "from numpy.linalg import norm\n", "from numpy import convolve, pi, logspace, log10, set_printoptions\n", "from scipy.signal import freqz, butter, lfilter, sosfilt, freqs, bilinear, tf2sos, sos2tf, sosfreqz\n", "from dsptools import invfreqz, polystab\n", "\n", "set_printoptions(precision=20, floatmode='unique', linewidth=200, suppress=True)\n", "\n", "%config InlineBackend.figure_format='retina'" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "fs = 48000\n", "f = logspace(0, 5, 2048)\n", "sos_coeff = [0, 1, 2, 4, 5]" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## A-weighting\n", "\n", "For A-weighting coefficents found in answer on [dsp.stackexchange.com](https://dsp.stackexchange.com/a/36122/65262) are used. So the only work required is to check that they produce correct results and convert them into SOS form. But note that they were designed for 48kHz. If you need a different sampling rate, you might need another way how to calculate them, for example look at how C-weighting coeffients are calculated below." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 393, "width": 1008 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "A-weighting SOS:\n", "[[ 0.16999495 0.741029 0.52548885 -0.11321865 -0.056549273]\n", " [ 1. -2.00027 1.0002706 -0.03433284 -0.79215795 ]\n", " [ 1. -0.709303 -0.29071867 -1.9822421 0.9822986 ]]\n" ] } ], "source": [ "# analog A-weighting filter according to IEC/CD 1672.\n", "f1 = 20.598997\n", "f2 = 107.65265\n", "f3 = 737.86223\n", "f4 = 12194.217\n", "A1000 = 1.9997\n", "\n", "B_a = [(2 * pi * f4)**2 * (10**(A1000 / 20.0)), 0., 0., 0., 0.]\n", "A_a = convolve([1., +4 * pi * f4, (2 * pi * f4)**2], [1., +4 * pi * f1, (2 * pi * f1)**2])\n", "A_a = convolve(convolve(A_a, [1., 2 * pi * f3]), [1., 2 * pi * f2])\n", "\n", "# digital IIR filter coefficents from https://dsp.stackexchange.com/a/36122/65262\n", "B_d = np.array([0.169994948147430, 0.280415310498794, -1.120574766348363, 0.131562559965936,\n", " 0.974153561246036, -0.282740857326553, -0.152810756202003], dtype='float64')\n", "A_d = np.array([1.0, -2.12979364760736134, 0.42996125885751674, 1.62132698199721426, -0.96669962900852902,\n", " 0.00121015844426781, 0.04400300696788968], dtype='float64')\n", "\n", "# convert digital filter to SOS for better numerical stability\n", "sos = tf2sos(B_d, A_d).astype('float32')\n", "\n", "_, H_a = freqs(B_a, A_a, f * (2 * np.pi))\n", "_, H_d_f64 = freqz(B_d, A_d, f, fs=fs)\n", "_, H_d_f32 = freqz(B_d.astype('float32'), A_d.astype('float32'), f, fs=fs)\n", "_, H_d_sos_f32 = sosfreqz(sos, f, fs=fs)\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(12, 4))\n", "ax[0].semilogx(f, 20 * log10(abs(H_a)), 'C0', lw=1, label='IEC transfer function (analog)')\n", "ax[0].semilogx(f, 20 * log10(abs(H_d_f64)), 'C1', lw=1, label='digital (float64)')\n", "ax[0].semilogx(f, 20 * log10(abs(H_d_f32)), 'C2', lw=1, label='digital (float32)')\n", "ax[0].semilogx(f, 20 * log10(abs(H_d_sos_f32)), 'C3', lw=1, label='digital SOS (float32)')\n", "ax[0].set_xlim(10, fs / 2)\n", "ax[0].set_ylim(-80, 5)\n", "ax[0].set_title('A-weighting frequency response')\n", "ax[0].set_xlabel('Frequency (Hz)')\n", "ax[0].set_ylabel('Gain (dB)')\n", "ax[0].grid(which='both')\n", "ax[0].legend(loc='lower right')\n", "\n", "ax[1].semilogx(f, 20 * log10(abs(H_d_f64)) - 20 * log10(abs(H_a)), 'C1', lw=1, label='digital (float64)')\n", "ax[1].semilogx(f, 20 * log10(abs(H_d_f32)) - 20 * log10(abs(H_a)), 'C2', lw=1, label='digital (float32)')\n", "ax[1].semilogx(f, 20 * log10(abs(H_d_sos_f32)) - 20 * log10(abs(H_a)), 'C3', lw=1, label='digital SOS (float32)')\n", "ax[1].set_xlim(10, fs / 2)\n", "ax[1].set_ylim(-2, 2)\n", "ax[1].grid(which='both')\n", "ax[1].set_title('A-weighting digital filter error')\n", "ax[1].set_xlabel('Frequency (Hz)')\n", "ax[1].set_ylabel('Error (dB)')\n", "ax[1].legend(loc='lower right')\n", "plt.show()\n", "\n", "print('A-weighting SOS:')\n", "print(sos[:, sos_coeff])" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "From the charts above you can see why SOS form is used: if we convert high order (7th) filter coefficients to `float32` then we'll get quite large error at lower frequencies below 50Hz comparing to analog variant. However if we convert the filter to SOS then converting coefficients to `float32` wouldn't have such effect. In fact 32-bit SOS filter has even lower error than 64 bit high order filter." ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## C-weighting\n", "As there is no readily available C-weigthing coefficients on stackexchange, we could use here another approach by converting analog to digital with bilinear transform. However, as we'll see it might introduce quite large errors at high frequencies (closer to Nyquist), thus Ivan augments this method with curve fitting using `invfreqz` at high frequencies." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 393, "width": 1021 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "C-weighting SOS:\n", "[[-0.4965152 -0.12296629 -0.0076134163 -0.37165618 0.03453208 ]\n", " [ 1. 1.3294908 0.44188643 1.2312505 0.37899444 ]\n", " [ 1. -2. 0.99999994 -1.9946145 0.9946217 ]]\n" ] } ], "source": [ "# analog C-weighting filter according to IEC/CD 1672.\n", "f1 = 20.598997\n", "f4 = 12194.217\n", "C1000 = 0.0619\n", "\n", "B_a = [(2 * pi * f4) ** 2 * (10**(C1000 / 20)), 0, 0]\n", "A_a = convolve([1, +4 * pi * f4, (2 * pi * f4) ** 2], [1, +4 * pi * f1, (2 * pi * f1) ** 2])\n", "\n", "# Bilinear transformation of analog design to get the digital\n", "B_d_bt, A_d_bt = bilinear(B_a, A_a, fs)\n", "sos_bt = tf2sos(B_d_bt, A_d_bt)\n", "\n", "# We will take the only the low frequency part of bilinear transformation\n", "# Which was calculated to be approximately (second SOS):\n", "sos_lo = sos_bt[1]\n", "\n", "# Curve fitting of the 'high' frequency part with invfreqz\n", "f_hi = np.array([1000, 1250, 10000, 16000, 20000, 24000])\n", "_, h_hi = freqs(B_a, A_a, f_hi * 2 * pi)\n", "w_hi = f_hi * ((2 * pi) / fs)\n", "B_d_hi, A_d_hi = invfreqz(abs(h_hi), w_hi, 4, 4)\n", "sos_hi = tf2sos(B_d_hi, A_d_hi)\n", "\n", "# Merge SOS sections and reduce it a bit\n", "sos = np.vstack((sos_lo, sos_hi))\n", "sos[0, :3] *= 0.99785\n", "\n", "# Convert to transfer function and try to stabilize\n", "B_d_tf, A_d_tf = sos2tf(sos)\n", "B_d_tf_s = polystab(B_d_tf) * norm(B_d_tf) / norm(polystab(B_d_tf))\n", "A_d_tf_s = polystab(A_d_tf) * norm(A_d_tf) / norm(polystab(A_d_tf))\n", "A_d_tf_s0 = A_d_tf_s[0]\n", "\n", "# Calculate stable coefficients\n", "B_d = B_d_tf_s / A_d_tf_s0\n", "A_d = A_d_tf_s / A_d_tf_s0\n", "\n", "sos = tf2sos(B_d, A_d).astype('float32')\n", "\n", "# Compute frequency response of analog and digital filters\n", "_, H_a = freqs(B_a, A_a, f * (2 * pi))\n", "_, H_d_bt = freqz(B_d_bt, A_d_bt, f, fs=fs)\n", "_, H_d = freqz(B_d, A_d, f, fs=fs)\n", "_, H_sos = sosfreqz(sos, f, fs=fs)\n", "\n", "fig, ax = plt.subplots(1, 2, figsize=(12, 4))\n", "ax[0].semilogx(f, 20 * log10(abs(H_a)), 'C0', lw=1, label='IEC transfer function (analog)')\n", "ax[0].semilogx(f, 20 * log10(abs(H_d_bt)), 'C1', lw=1, label='Bilinear trasformation (digital)')\n", "ax[0].semilogx(f, 20 * log10(abs(H_d)), 'C2', lw=1, label='High freq. curve fitting with invfreqz (digital)')\n", "ax[0].semilogx(f, 20 * log10(abs(H_sos)), 'C3', lw=1, label='High freq. curve fitting with invfreqz (digital SOS)')\n", "ax[0].set_xlim(10, fs / 2)\n", "ax[0].set_ylim(-15, 7)\n", "ax[0].set_title('C-weighting frequency response')\n", "ax[0].set_xlabel('Frequency (Hz)')\n", "ax[0].set_ylabel('Gain (dB)')\n", "ax[0].grid(True, which='both')\n", "ax[0].legend()\n", "\n", "ax[1].semilogx(f, 20 * np.log10(abs(H_d_bt)) - 20 * np.log10(abs(H_a)), 'C1', lw=1, label='Bilinear trasformation (digital)')\n", "ax[1].semilogx(f, 20 * np.log10(abs(H_d)) - 20 * np.log10(abs(H_a)), 'C2', lw=1, label='High freq. curve fitting with invfreqz (digital)')\n", "ax[1].semilogx(f, 20 * np.log10(abs(H_sos)) - 20 * np.log10(abs(H_a)), 'C3', lw=1, label='High freq. curve fitting with invfreqz (digital SOS)')\n", "ax[1].set_xlim([10, 20000])\n", "ax[1].set_ylim([-1, 1])\n", "ax[1].set_title('A-weighting digital filter error')\n", "ax[1].set_xlabel('Frequency (Hz)')\n", "ax[1].set_ylabel('Error (dB)')\n", "ax[1].grid(True, which='both')\n", "ax[1].legend()\n", "plt.show()\n", "\n", "print('C-weighting SOS:')\n", "print(sos[:, sos_coeff])" ] }, { "attachments": { "image.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "## INMP441 equalization\n", "\n", "According to its [datasheet](https://invensense.tdk.com/wp-content/uploads/2015/02/INMP441.pdf) INMP441 MEMS microphone has non-linear frequency response:\n", "\n", "![image.png](attachment:image.png)\n", "\n", "The idea proposed by Ivan is to build an IIR filter using `invfreqz` to match this chart and then inverse this filter by swapping A and B coefficients to get an equalizing filter, which when applied should in theory flatten the frequency response." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": { "image/png": { "height": 393, "width": 621 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "INMP441 equalizer SOS:\n", "[[ 1.0019784 -1.9908513 0.9889158 -1.9951785 0.9951843]]\n" ] } ], "source": [ "# IEC specified frequencies\n", "iec_f = np.array([10, 12.5, 16, 20, 25, 31.5, 40, 50, 63, 80,\n", " 100, 125, 160, 200, 250, 315, 400, 500, 630, 800,\n", " 1000, 1250, 1600, 2000, 2500, 3150, 4000, 5000, 6300, 8000,\n", " 10000, 12500, 16000, 20000])\n", "\n", "# IEC Class 1 tolerances (top/bottom)\n", "iec_c1_t_dB = [+3.5, +3.0, +2.5, +2.5, +2.5, +2.0, +1.5, +1.5, +1.5, +1.5,\n", " +1.5, +1.5, +1.5, +1.5, +1.4, +1.4, +1.4, +1.4, +1.4, +1.4,\n", " +1.1, +1.4, +1.4, +1.6, +1.6, +1.6, +1.6, +2.1, +2.1, +2.1,\n", " +2.6, +3.0, +3.5, +4.0]\n", "iec_c1_b_dB = [-np.inf, -np.inf, -4.5, -2.5, -2.5, -2.0, -1.5, -1.5, -1.5, -1.5,\n", " -1.5, -1.5, -1.5, -1.5, -1.4, -1.4, -1.4, -1.4, -1.4, -1.4,\n", " -1.1, -1.4, -1.4, -1.6, -1.6, -1.6, -1.6, -2.1, -2.6, -3.1,\n", " -3.6, -6.0, -17, -np.inf]\n", "\n", "# IEC Class 2 tolerances (top/bottom)\n", "iec_c2_t_dB = [+5.5, +5.5, +5.5, +3.5, +3.5, +3.5, +2.5, +2.5, +2.5, +2.5,\n", " +2.0, +2.0, +2.0, +2.0, +1.9, +1.9, +1.9, +1.9, +1.9, +1.9,\n", " +1.4, +1.9, +2.6, +2.6, +3.1, +3.1, +3.6, +4.1, +5.1, +5.6,\n", " +6.0, +6.0, +6.0, +6.0]\n", "iec_c2_b_dB = [-np.inf, -np.inf, -np.inf, -3.5, -3.5, -3.5, -2.5, -2.5, -2.5, -2.5,\n", " -2.0, -2.0, -2.0, -2.0, -1.9, -1.9, -1.9, -1.9, -1.9, -1.9,\n", " -1.4, -1.9, -2.6, -2.6, -3.1, -3.1, -3.6, -4.1, -5.1, -5.6,\n", " -np.inf, -np.inf, -np.inf, -np.inf]\n", "\n", "# Values visually estimated from INMP441 datasheet 'Typical Frequency Response' plot\n", "ds_dB = np.array([-np.inf, -np.inf, -np.inf, -12, -10, -8, -6, -4.4, -3.4, -2.5,\n", " -1.9, -1.4, -0.9, -0.5, -0.2, 0, 0, 0, 0, 0,\n", " 0, 0, 0, 0, 0, 0, -0.4, -0.7, -1.1, -1.8,\n", " -2.4, -3.0, -5.0, -np.inf])\n", "\n", "# These value are selected and adjusted for better curve fit\n", "ds_l_f = np.array([20, 50, 100, 1000])\n", "ds_l_dB = np.array([-13, -4.1, -1.8, 0])\n", "\n", "# Low frequency filter design\n", "# Convert Hz in rad/s and normalize for Fs\n", "ds_l_w = ds_l_f * ((2 * pi) / fs)\n", "# Convert plot decibels to magnitude\n", "ds_l_mag = 10 ** (ds_l_dB / 20)\n", "\n", "# Estimate coefficients\n", "ds_l_B, ds_l_A = invfreqz(ds_l_mag, ds_l_w, 2, 2)\n", "# Stabilize and normalize the filter\n", "ds_A = polystab(ds_l_A) * norm(ds_l_A) / norm(polystab(ds_l_A))\n", "ds_B = polystab(ds_l_B) * norm(ds_l_B) / norm(polystab(ds_l_B))\n", "_, ds_H = freqz(ds_B, ds_A, iec_f, fs=fs)\n", "\n", "# Equalizer filter, i.e. inverse from estimated transfer filter\n", "# Swap A and B coefficients, and normalize to ds_B[0]\n", "eq_B = ds_A / ds_B[0]\n", "eq_A = ds_B / ds_B[0]\n", "_, eq_H = freqz(eq_B, eq_A, iec_f, fs=fs)\n", "\n", "plt.figure(figsize=(7, 4))\n", "plt.semilogx(iec_f, ds_dB, 'g', lw=1, label='INMP441 Datasheet plot (approx.)')\n", "plt.semilogx(iec_f, 20 * log10(abs(ds_H)), 'g--', lw=1, label='IIR filter frequency response')\n", "plt.semilogx(iec_f, (ds_dB + 20 * log10(abs(eq_H))), 'b', label='Adjusted frequency response')\n", "plt.semilogx(iec_f, iec_c1_t_dB, 'r--', label='IEC 61672-1:2013 Class 1 tolerance', lw=1)\n", "plt.semilogx(iec_f, iec_c1_b_dB, 'r--', lw=1)\n", "plt.semilogx(iec_f, iec_c2_t_dB, 'r', label='IEC 61672-1:2013 Class 2 tolerance', lw=1)\n", "plt.semilogx(iec_f, iec_c2_b_dB, 'r', lw=1)\n", "plt.title('INMP441 Frequency response')\n", "plt.xlabel('Frequency (Hz)')\n", "plt.ylabel('Magnitude (dB)')\n", "plt.xlim([10, 20000])\n", "plt.ylim([-20, 10])\n", "plt.grid(which='both')\n", "plt.legend()\n", "plt.show()\n", "\n", "sos = tf2sos(eq_B, eq_A).astype('float32')\n", "\n", "print('INMP441 equalizer SOS:')\n", "print(sos[:, sos_coeff])" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 393, "width": 621 } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "ICS-43434 equalizer SOS:\n", "[[ 0.47732642 0.46294358 0.11224797 0.06681948 0.0011152199]\n", " [ 1. -1.9890593 0.98908925 -1.9975533 0.9975549 ]]\n" ] } ], "source": [ "ds_dB = np.array([ -26, -22, -17, -13, -10, -8, -6, -4, -2.8, -2.1, \n", " -1.8, -1.4, -1.0, -0.5, -0.5, 0, 0, 0, 0, 0, \n", " 0, 0, 0, 0, 0, +0.5, +0.6, +1.1, +1.8, +2.5, \n", " +3.1, +4.5, +8.0, +14.0])\n", "\n", "# These value are selected and adjusted for better curve fit\n", "ds_l_f = np.array([ 10, 20, 50, 100, 1000])\n", "ds_l_dB = np.array([-26, -12, -3.5, -1.5, 0])\n", "ds_h_f = np.array([ 1000, 5000, 10000, 20000])\n", "ds_h_dB = np.array([ 0, 1.1, 3.1, 14.0])\n", "\n", "# Low frequency filter design\n", "# Convert Hz in rad/s and normalize for Fs\n", "ds_l_w = ds_l_f * ((2 * pi) / fs)\n", "ds_h_w = ds_h_f * ((2 * pi) / fs)\n", "# Convert plot decibels to magnitude\n", "ds_l_mag = 10 ** (ds_l_dB / 20)\n", "ds_h_mag = 10 ** (ds_h_dB / 20)\n", "\n", "# Estimate coefficients\n", "ds_l_B, ds_l_A = invfreqz(ds_l_mag, ds_l_w, 2, 2)\n", "ds_h_B, ds_h_A = invfreqz(ds_h_mag, ds_h_w, 2, 2)\n", "# Stabilize and normalize the filter\n", "ds_l_As = polystab(ds_l_A) * norm(ds_l_A) / norm(polystab(ds_l_A))\n", "ds_l_Bs = polystab(ds_l_B) * norm(ds_l_B) / norm(polystab(ds_l_B))\n", "ds_h_As = polystab(ds_h_A) * norm(ds_h_A) / norm(polystab(ds_h_A))\n", "ds_h_Bs = polystab(ds_h_B) * norm(ds_h_B) / norm(polystab(ds_h_B))\n", "\n", "ds_A = convolve(ds_l_As, ds_h_As)\n", "ds_B = convolve(ds_l_Bs, ds_h_Bs)\n", "\n", "_, ds_H = freqz(ds_B, ds_A, iec_f, fs=fs)\n", "\n", "# Equalizer filter, i.e. inverse from estimated transfer filter\n", "# Swap A and B coefficients, and normalize to ds_B[0]\n", "eq_B = ds_A / ds_B[0]\n", "eq_A = ds_B / ds_B[0]\n", "_, eq_H = freqz(eq_B, eq_A, iec_f, fs=fs)\n", "\n", "plt.figure(figsize=(7, 4))\n", "plt.semilogx(iec_f, ds_dB, 'g', lw=1, label='ICS-43434 Datasheet plot (approx.)')\n", "plt.semilogx(iec_f, 20 * log10(abs(ds_H)), 'g--', lw=1, label='IIR filter frequency response')\n", "plt.semilogx(iec_f, (ds_dB + 20 * log10(abs(eq_H))), 'b', label='Adjusted frequency response')\n", "plt.semilogx(iec_f, iec_c1_t_dB, 'r--', label='IEC 61672-1:2013 Class 1 tolerance', lw=1)\n", "plt.semilogx(iec_f, iec_c1_b_dB, 'r--', lw=1)\n", "plt.semilogx(iec_f, iec_c2_t_dB, 'r', label='IEC 61672-1:2013 Class 2 tolerance', lw=1)\n", "plt.semilogx(iec_f, iec_c2_b_dB, 'r', lw=1)\n", "plt.title('ICS-43434 Frequency response')\n", "plt.xlabel('Frequency (Hz)')\n", "plt.ylabel('Magnitude (dB)')\n", "plt.xlim([10, 20000])\n", "plt.ylim([-20, 10])\n", "plt.grid(which='both')\n", "plt.legend()\n", "plt.show()\n", "\n", "sos = tf2sos(eq_B, eq_A).astype('float32')\n", "\n", "print('ICS-43434 equalizer SOS:')\n", "print(sos[:, sos_coeff])" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Similarly you can develop filters for other microphones or find more of them in [Ivan's repository](https://github.com/ikostoski/esp32-i2s-slm/tree/master/math)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.13" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "d6ec80d5b747f3242b20a528c828d5a3a06b9943a4914b137924033d14517d23" } } }, "nbformat": 4, "nbformat_minor": 2 }