{
"cells": [
{
"cell_type": "markdown",
"id": "e13a70b3-7bfd-415a-b417-a669cdd042a1",
"metadata": {},
"source": [
"# Matrix decomposition on STFT\n",
"\n",
"This notebook is inspired by [`librosa.decompose.decompose`](https://librosa.org/doc/latest/generated/librosa.decompose.decompose.html#librosa.decompose.decompose).\n",
"\n",
"[Non-negative matrix factorisation](https://scikit-learn.org/stable/modules/decomposition.html#nmf) (NMF) is another *decomposition* algorithm such as PCA.\n",
"The goal of decomposition algorithms is to find a product of matrices that give an approximation of our original matrix $M$.\n",
"\n",
"Lets assume we have a STFT representation of our signal stored in a matrix $S$ is a $m \\times n$ matrix, where $m$ is the number of frequency bins and $n$ the number of STFT windows.\n",
"We also need to assume that $S$ has non-negative vaules which we can take care of by taking the [absolute value](https://en.wikipedia.org/wiki/Absolute_value).\n",
"NMF tries to find two matrices $W$ with dimensions $m \\times j$ and $H$ with dimensions $j \\times n$ such that\n",
"\n",
"$$\n",
"\\underbrace{W}_{m \\times j} ~~ \\underbrace{H}_{j \\times n} \\approx \\underbrace{S}_{m \\times n}\n",
"$$\n",
"\n",
"where we call $j$ the number of components.\n",
"\n",
"Note that when selecting $j < m, n$ we can reduce the number of stored values in our matrices drastically because $M$ has $n \\cdot m$ entries and our NMF approximation has $(m \\cdot j) + (j \\cdot n)$ - this behaviour can be seen as a simple compression algorithm which is non-transparent (also called lossy compression like MP3 in comparsion to FLAC or ZIP).\n",
"\n",
"The [wikipedia article about NMF](https://en.wikipedia.org/wiki/Non-negative_matrix_factorization) goes more into detail on the specifics of the algorithm.\n",
"\n",
"We will use NMF for a unique compression aesthetic and also for a special kind of material-dependent [filter bank](https://en.wikipedia.org/wiki/Filter_bank)."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "1b2461c0-aea9-422b-a176-66b4785e8a28",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib as mpl\n",
"import librosa\n",
"import librosa.display\n",
"from IPython.display import display, Audio\n",
"\n",
"# mute sklearn warnings for cleaner output\n",
"def warn(*args, **kwargs):\n",
" pass\n",
"import warnings\n",
"warnings.warn = warn\n",
"\n",
"mpl.rcParams['figure.figsize'] = (15, 5)\n",
"\n",
"np.random.seed(42)"
]
},
{
"cell_type": "markdown",
"id": "90867ec5-1b65-400a-b68d-7adbaae3b076",
"metadata": {},
"source": [
"## Load data\n",
"\n",
"We are using librosa to load our audio signal into an array and to calculate the STFT of our signal."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "f95ce953-ce0f-43e3-ac69-0a800ea2ee94",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[-1.34611517e-01+0.0000000e+00j, -8.81930739e-02+0.0000000e+00j,\n",
" 3.51221934e-02+0.0000000e+00j, ...,\n",
" 2.01530978e-02+0.0000000e+00j, -4.11255611e-03+0.0000000e+00j,\n",
" -2.00920701e-02+0.0000000e+00j],\n",
" [-5.73719107e-02-7.4132324e-18j, 2.04126105e-01+4.2520456e-02j,\n",
" -1.87015161e-01+8.2122266e-02j, ...,\n",
" -3.28111439e-03-1.4741326e-02j, 7.85400905e-03-5.4899026e-03j,\n",
" 1.09950192e-02-1.1893314e-02j],\n",
" [ 2.99066544e-01+2.3310347e-18j, -2.82269061e-01-3.0442452e-02j,\n",
" 2.47283325e-01-9.2679501e-02j, ...,\n",
" 3.44552025e-02-3.2594778e-02j, -3.80797200e-02-2.2905620e-02j,\n",
" -1.34105782e-03+4.3304265e-02j],\n",
" ...,\n",
" [-7.26644706e-04-6.4510029e-18j, 9.97982803e-04-4.2362604e-04j,\n",
" -9.88743268e-04-5.8851878e-05j, ...,\n",
" 4.18621261e-04+2.3323249e-04j, -3.51753377e-04+4.7834383e-05j,\n",
" -1.12803944e-04-5.8451097e-04j],\n",
" [-5.88731898e-04+1.9109063e-18j, -8.97194957e-04+7.8539946e-04j,\n",
" 9.73596179e-04+6.0394779e-04j, ...,\n",
" -4.53056215e-04+7.2430099e-05j, -7.85273660e-05+3.5663502e-04j,\n",
" 4.05966450e-04+3.1607729e-04j],\n",
" [ 1.45499280e-03+0.0000000e+00j, 6.44601823e-04+0.0000000e+00j,\n",
" -7.77344801e-04+0.0000000e+00j, ...,\n",
" 6.15499623e-04+0.0000000e+00j, 1.41628843e-04+0.0000000e+00j,\n",
" -5.30951016e-04+0.0000000e+00j]], dtype=complex64)"
]
},
"execution_count": null,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data, sr = librosa.load('violin.flac', mono=True, sr=None)\n",
"data_stft = librosa.stft(data)\n",
"data_stft"
]
},
{
"cell_type": "markdown",
"id": "02d935cc-2807-435c-a8ca-5f4d2b9bfa69",
"metadata": {},
"source": [
"As NMF stands for non-negative matrix factorization we need to transfer our FFT matrix into a purely positive one but right now the matrix consists of puerly complex values which encode amplited and phase.\n",
"\n",
"A common way to turn a complex number $z \\in \\mathbb{C}$ into a real number $a \\in \\mathbb{R}_{\\geq 0}$ is to use its absolute value which is defined by\n",
"\n",
"$$\n",
"|z| = |x + iy| = \\sqrt{x^2 + y^2}\n",
"$$\n",
"\n",
"where $x$ is the real part of $z$ and $y$ the imaginary part and therefore mimics the euclidian distance in a 2 dimensional space."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "d2107e82-591d-4e73-85ae-4013e9392f0e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([[1.3461152e-01, 8.8193074e-02, 3.5122193e-02, ..., 2.0153098e-02,\n",
" 4.1125561e-03, 2.0092070e-02],\n",
" [5.7371911e-02, 2.0850769e-01, 2.0425165e-01, ..., 1.5102066e-02,\n",
" 9.5825093e-03, 1.6196955e-02],\n",
" [2.9906654e-01, 2.8390592e-01, 2.6408055e-01, ..., 4.7429744e-02,\n",
" 4.4437964e-02, 4.3325026e-02],\n",
" ...,\n",
" [7.2664471e-04, 1.0841719e-03, 9.9049322e-04, ..., 4.7920889e-04,\n",
" 3.5499095e-04, 5.9529638e-04],\n",
" [5.8873190e-04, 1.1923972e-03, 1.1457060e-03, ..., 4.5880937e-04,\n",
" 3.6517816e-04, 5.1450328e-04],\n",
" [1.4549928e-03, 6.4460182e-04, 7.7734480e-04, ..., 6.1549962e-04,\n",
" 1.4162884e-04, 5.3095102e-04]], dtype=float32)"
]
},
"execution_count": null,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data_stft_abs = np.abs(data_stft)\n",
"data_stft_abs"
]
},
{
"cell_type": "markdown",
"id": "52e63f2d-ee73-4d10-8fa8-9f0c53377351",
"metadata": {},
"source": [
"We need to make ourselves aware that transforming the complex STFT matrix into a purely real positive matrices has already altered our sound drastically which can be verified by applying the reverse STFT on it."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "455717c7-e0b0-429a-b2cf-fbc7e1c1f470",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" \n",
" Your browser does not support the audio element.\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Audio(librosa.istft(data_stft_abs), rate=sr))"
]
},
{
"cell_type": "markdown",
"id": "885ef09c-7dc6-4ab0-8dfa-c4e4649cdb1f",
"metadata": {},
"source": [
"## Decompose STFT signal\n",
"\n",
"After we have transformed the STFT matrix into a non-negative representation we can now use the NMF algorithm to find an approximation of our signal which uses far less data to store the signal comparing to the original signal."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "766a69a2-82cd-4067-a1d3-6d629be157bc",
"metadata": {},
"outputs": [],
"source": [
"from sklearn.decomposition import NMF\n",
"\n",
"# we define init to avoid a deprecation warning\n",
"nmf = NMF(n_components=16, random_state=42, max_iter=2000, init='nndsvda')"
]
},
{
"cell_type": "markdown",
"id": "71a6a719-6dcc-4148-960e-b38a3b5f49db",
"metadata": {},
"source": [
"Now we can calculate the approximation $S \\approx WH$ as discussed earlier."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "065767bc-14db-4426-a1b0-2853b6020c38",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Shape of W: (1025, 16)\n",
"Shape of H: (16, 2380)\n",
"Shape of S: (1025, 2380)\n"
]
}
],
"source": [
"W = nmf.fit_transform(data_stft_abs)\n",
"H = nmf.components_\n",
"print(f\"Shape of W: {W.shape}\")\n",
"print(f\"Shape of H: {H.shape}\")\n",
"print(f\"Shape of S: {data_stft_abs.shape}\")"
]
},
{
"cell_type": "markdown",
"id": "6296d301-8597-4f68-9824-ce99cc851d3e",
"metadata": {},
"source": [
"To now obtain the approximated signal we can simply multiply both matrices and apply the inverse STFT on it."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ecef2db7-635d-47e6-847f-53431b3a2cc4",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" \n",
" Your browser does not support the audio element.\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"approx_stft = np.matmul(W, H)\n",
"approx_signal = librosa.istft(approx_stft)\n",
"display(Audio(approx_signal, rate=sr))"
]
},
{
"cell_type": "markdown",
"id": "62a3b430-45ee-4ae7-a078-0c65bad68ab7",
"metadata": {},
"source": [
"Let us take a closer look at the interemdiate representation $W$ and $H$ of our signal which uses 16 components which we can interpret as intermediate domain.\n",
"Where $W$ describes 16 mixtures of frequency bins $H$ maps those 16 mixtures to our time domain."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "2076e0fa-16b1-45c3-a6ec-d3be94cc29d7",
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.subplot(1, 2, 1)\n",
"plt.title(\"Frequeny mixtures (W)\")\n",
"librosa.display.specshow(librosa.amplitude_to_db(W, ref=np.max), y_axis='log', sr=sr)\n",
"plt.xlabel(\"Mixtures (n_components)\")\n",
"\n",
"plt.subplot(1, 2, 2)\n",
"plt.title(\"Activations of mixtures (H)\")\n",
"librosa.display.specshow(librosa.amplitude_to_db(H, ref=np.max), x_axis='time', sr=sr);\n",
"plt.ylabel(\"Mixtures (n_components)\")\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "9bff714f-4a48-4dd4-b925-89b8ca1bb5fa",
"metadata": {},
"source": [
"We can also take a look at the reconstructed spectrogram $S' = W H$."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "f980b708-52c0-41d1-a9ed-c89ab58a7987",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"librosa.display.specshow(\n",
" librosa.amplitude_to_db(np.matmul(W, H), ref=np.max),\n",
" x_axis='time',\n",
" y_axis='log',\n",
" sr=sr,\n",
")\n",
"plt.title('Reconstructed spectrogram via WH');"
]
},
{
"cell_type": "markdown",
"id": "793ab496-a7d7-42bd-973b-50e0b71899ef",
"metadata": {},
"source": [
"In the plot of the activation of mixtures we can see which frequency mixtures are the most used and therefore probably most dominante in.\n",
"Please keep in mind that the occurences of these mixtures are not linearly independent - maybe only the comibnation of those mixtures are present in our signal and not single occurences.\n",
"\n",
"We can sum the activations of each frequency bin and sort them by indices ([argsort](https://numpy.org/doc/stable/reference/generated/numpy.argsort.html))."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "46e3bd57-f8c6-48dc-809c-844c537c6e1a",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"array([14, 15, 11, 5, 2, 1, 0, 8, 10, 13, 9, 3, 12, 7, 4, 6])"
]
},
"execution_count": null,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"np.argsort(np.sum(H, axis=1))"
]
},
{
"cell_type": "markdown",
"id": "31ea0027-8dac-4307-b17b-b600abe6853a",
"metadata": {},
"source": [
"We can now modify both matrices by applying transformations on them - e.g. by rasing the amplitudes by power of 2 and taking the log of our activations."
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "4d45211b-d5ca-44b5-99d9-77a29def552c",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
"