Glossary ======== .. glossary:: time series Typically an audio signal, denoted by ``y``, and represented as a one-dimensional *numpy.ndarray* of floating-point values. ``y[t]`` corresponds to amplitude of the waveform at sample ``t``. sampling rate The (positive integer) number of samples per second of a time series. This is denoted by an integer variable ``sr``. frame A short slice of a :term:`time series` used for analysis purposes. This usually corresponds to a single column of a spectrogram matrix. window A vector or function used to weight samples within a frame when computing a spectrogram. frame length The (positive integer) number of samples in an analysis window (or :term:`frame`). This is denoted by an integer variable ``n_fft``. hop length The number of samples between successive frames, e.g., the columns of a spectrogram. This is denoted as a positive integer ``hop_length``. window length The length (width) of the window function (e.g., Hann window). Note that this can be smaller than the :term:`frame length` used in a short-time Fourier transform. Typically denoted as a positive integer variable ``win_length``. spectrogram A matrix ``S`` where the rows index frequency bins, and the columns index frames (time). Spectrograms can be either real-valued or complex-valued. By convention, real-valued spectrograms are denoted as *numpy.ndarray*\ s ``S``, while complex-valued STFT matrices are denoted as ``D``. onset (strength) envelope An onset envelope ``onset_env[t]`` measures the strength of note onsets at frame ``t``. Typically stored as a one-dimensional *numpy.ndarray* of floating-point values ``onset_envelope``. chroma Also known as pitch class profile (PCP). Chroma representations measure the amount of relative energy in each pitch class (e.g., the 12 notes in the chromatic scale) at a given frame/time.