From 0846fe0b215ae07e222ecca8d3f2ed5a5c5ce53c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Nicholas=20St=C4=83nescu?= Date: Fri, 28 Nov 2025 09:55:55 +0100 Subject: [PATCH] Recording somewhat functional now. --- Manual/4_Module_2.ipynb | 171 ++++++++++++++++++++++++++++++---------- 1 file changed, 130 insertions(+), 41 deletions(-) diff --git a/Manual/4_Module_2.ipynb b/Manual/4_Module_2.ipynb index 1bede3f..8a3a125 100644 --- a/Manual/4_Module_2.ipynb +++ b/Manual/4_Module_2.ipynb @@ -21,8 +21,8 @@ "cell_type": "code", "metadata": { "ExecuteTime": { - "end_time": "2025-11-26T12:47:41.040008Z", - "start_time": "2025-11-26T12:47:35.747756Z" + "end_time": "2025-11-28T08:43:34.403324Z", + "start_time": "2025-11-28T08:43:33.090082Z" } }, "source": [ @@ -794,15 +794,42 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-11-28T08:43:48.894383Z", + "start_time": "2025-11-28T08:43:48.886035Z" + } + }, "source": [ - "sounddevice_handle = sounddevice()\n", - "for i in range(sounddevice_handle.get_device_count()):\n", - " device_info = sounddevice_handle.get_device_info_by_index(i)\n", - " print(i, device_info['name'])\n" - ] + "for i, device in enumerate(sounddevice.query_devices()):\n", + " print(i, device['name'])\n" + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 HDA Intel PCH: ALC3204 Analog (hw:0,0)\n", + "1 HDA Intel PCH: HDMI 0 (hw:0,3)\n", + "2 HDA Intel PCH: HDMI 1 (hw:0,7)\n", + "3 HDA Intel PCH: HDMI 2 (hw:0,8)\n", + "4 HDA Intel PCH: HDMI 3 (hw:0,9)\n", + "5 Scarlett 18i20 USB: Audio (hw:1,0)\n", + "6 sysdefault\n", + "7 front\n", + "8 surround40\n", + "9 surround51\n", + "10 surround71\n", + "11 hdmi\n", + "12 pipewire\n", + "13 dmix\n", + "14 default\n", + "15 Scarlett 18i20 3rd Gen Direct Scarlett 18i20 USB\n", + "16 Built-in Audio Analog Stereo\n" + ] + } + ], + "execution_count": 2 }, { "cell_type": "markdown", @@ -815,24 +842,31 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-11-28T08:44:01.560544Z", + "start_time": "2025-11-28T08:44:01.200051Z" + } + }, "source": [ - "# Initialize sounddevice again\n", - "sounddevice_handle = sounddevice()\n", + "import sounddevice as sd\n", "\n", - "# Specify the device index and sampling frequency\n", - "device_index = 1 # Replace with the index of your microphone device\n", - "Fs = 44100 # or 48000, depending on the field setup. Try to use 48000 when making your own recordings.\n", + "device_index = 15 # your input device index\n", + "Fs = 48000 # sample rate\n", "\n", - "# Open the audio stream with 5 channels, 16-bit audio format (paInt16), and the specified sample rate\n", - "stream = sounddevice_handle.open(input_device_index=device_index,\n", - " channels=5,\n", - " format='float32',\n", - " rate=Fs,\n", - " input=True)" - ] + "# Open 5‑channel float32 input stream on that device\n", + "stream = sd.InputStream(\n", + " device=device_index, # or device=(device_index, None) for in/out\n", + " channels=5,\n", + " samplerate=Fs,\n", + " dtype='float32', # 16‑bit would be 'int16'\n", + " # or True, depending on how you use it\n", + ")\n", + "\n", + "stream.start()\n" + ], + "outputs": [], + "execution_count": 3 }, { "cell_type": "markdown", @@ -849,14 +883,29 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-11-28T08:55:26.343774Z", + "start_time": "2025-11-28T08:55:21.422119Z" + } + }, "source": [ - "Fs = 44100 # Sampling frequency\n", - "N = 2*Fs # 2 seconds of audio data\n", - "samples,_ = stream.read(N)" - ] + "Fs = 48000 # Sampling frequency\n", + "N = 5*Fs # 2 seconds of audio data\n", + "samples,_ = stream.read(N)\n", + "samples_reshaped = np.array(samples)\n", + "print(samples_reshaped.shape)" + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(240000, 5)\n" + ] + } + ], + "execution_count": 22 }, { "cell_type": "markdown", @@ -878,14 +927,18 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-11-28T08:48:59.901746Z", + "start_time": "2025-11-28T08:48:59.896773Z" + } + }, "source": [ "### Student Version ###\n", - "\n", "# TODO: Reshape the data into a matrix with 5 columns (one for each microphone)" - ] + ], + "outputs": [], + "execution_count": 11 }, { "cell_type": "markdown", @@ -898,14 +951,50 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2025-11-28T08:55:31.398190Z", + "start_time": "2025-11-28T08:55:30.120422Z" + } + }, "source": [ "### Student Version ###\n", + "fig, ax = plt.subplots(5,1,figsize=(20,30))\n", + "\n", + "t = np.arange(0,5,1/Fs)\n", + "ax[0].plot(t,samples_reshaped[:,0])\n", + "ax[1].plot(t,samples_reshaped[:,1])\n", + "ax[2].plot(t,samples_reshaped[:,2])\n", + "ax[3].plot(t,samples_reshaped[:,3])\n", + "ax[4].plot(t,samples_reshaped[:,4])\n", + "fig.show()\n", "\n", "# TODO: Plot the data for each microphone" - ] + ], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_5220/3214262070.py:10: UserWarning: FigureCanvasAgg is non-interactive, and thus cannot be shown\n", + " fig.show()\n" + ] + }, + { + "data": { + "text/plain": [ + "
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