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1 Changes
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2 =======
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3
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4 ##v0.3.1
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5
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6 Bug fixes
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7
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8 - Fixed bug #117: `librosa.segment.agglomerative` now returns a numpy.ndarray instead of a list
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9 - Fixed bug #115: off-by-one error in `librosa.core.load` with fixed duration
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10 - Fixed numerical underflow errors in `librosa.decompose.hpss`
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11 - Fixed bug #104: `librosa.decompose.hpss` failed with silent, complex-valued input
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12 - Fixed bug #103: `librosa.feature.estimate_tuning` fails when no bins exceed the threshold
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13
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14 Features
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15
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16 - New function `librosa.core.get_duration()` computes the duration of an audio signal
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17 or spectrogram-like input matrix
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18 - `librosa.util.pad_center` now accepts multi-dimensional input
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19
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20 Other changes
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21
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22 - Adopted the ISC license
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23 - Python 3 compatibility via futurize
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24 - Fixed issue #102: segment.agglomerative no longer depends on the deprecated
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25 Ward module of sklearn; it now depends on the newer Agglomerative module.
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26 - Issue #108: set character encoding on all source files
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27 - Added dtype persistence for resample, stft, istft, and effects functions
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28
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29 ##v0.3.0
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30
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31 Bug fixes
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32
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33 - Fixed numpy array indices to force integer values
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34 - `librosa.util.frame` now warns if the input data is non-contiguous
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35 - Fixed a formatting error in `librosa.display.time_ticks()`
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36 - Added a warning if `scikits.samplerate` is not detected
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37
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38 Features
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39
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40 - New module `librosa.chord` for training chord recognition models
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41 - Parabolic interpolation piptracking `librosa.feature.piptrack()`
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42 - `librosa.localmax()` now supports multi-dimensional slicing
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43 - New example scripts
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44 - Improved documentation
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45 - Added the `librosa.util.FeatureExtractor` class, which allows librosa functions
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46 to act as feature extraction stages in `sklearn`
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47 - New module `librosa.effects` for time-domain audio processing
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48 - Added demo notebooks for the `librosa.effects` and `librosa.util.FeatureExtractor`
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49 - Added a full-track audio example, `librosa.util.example_audio_file()`
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50 - Added peak-frequency sorting of basis elements in `librosa.decompose.decompose()`
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51
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52 Other changes
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53
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54 - Spectrogram frames are now centered, rather than left-aligned. This removes the
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55 need for window correction in `librosa.frames_to_time()`
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56 - Accelerated constant-Q transform `librosa.cqt()`
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57 - PEP8 compliance
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58 - Removed normalization from `librosa.feature.logfsgram()`
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59 - Efficiency improvements by ensuring memory contiguity
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60 - `librosa.logamplitude()` now supports functional reference power, in addition
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61 to scalar values
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62 - Improved `librosa.feature.delta()`
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63 - Additional padding options to `librosa.feature.stack_memory()`
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64 - `librosa.cqt` and `librosa.feature.logfsgram` now use the same parameter
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65 formats `(fmin, n_bins, bins_per_octave)`.
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66 - Updated demo notebook(s) to IPython 2.0
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67 - Moved `perceptual_weighting()` from `librosa.feature` into `librosa.core`
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68 - Moved `stack_memory()` from `librosa.segment` into `librosa.feature`
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69 - Standardized `librosa.output.annotation` input format to match `mir_eval`
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70 - Standardized variable names (e.g., `onset_envelope`).
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71
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72 ##v0.2.1
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73
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74 Bug fixes
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75
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76 - fixed an off-by-one error in `librosa.onset.onset_strength()`
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77 - fixed a sign-flip error in `librosa.output.write_wav()`
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78 - removed all mutable object default parameters
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79
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80 Features
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81
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82 - added option `centering` to `librosa.onset.onset_strength()` to resolve frame-centering issues with sliding window STFT
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83 - added frame-center correction to `librosa.core.frames_to_time()` and `librosa.core.time_to_frames()`
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84 - added `librosa.util.pad_center()`
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85 - added `librosa.output.annotation()`
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86 - added `librosa.output.times_csv()`
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87 - accelerated `librosa.core.stft()` and `ifgram()`
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88 - added `librosa.util.frame` for in-place signal framing
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89 - `librosa.beat.beat_track` now supports user-supplied tempo
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90 - added `librosa.util.normalize()`
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91 - added `librosa.util.find_files()`
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92 - added `librosa.util.axis_sort()`
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93 - new module: `librosa.util()`
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94 - `librosa.filters.constant_q` now support padding
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95 - added boolean input support for `librosa.display.cmap()`
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96 - speedup in `librosa.core.cqt()`
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97
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98 Other changes
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99
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100 - optimized default parameters for `librosa.onset.onset_detect`
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101 - set `librosa.filters.mel` parameter `n_mels=128` by default
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102 - `librosa.feature.chromagram()` and `logfsgram()` now use power instead of energy
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103 - `librosa.display.specshow()` with `y_axis='chroma'` now labels as `pitch class`
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104 - set `librosa.core.cqt` parameter `resolution=2` by default
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105 - set `librosa.feature.chromagram` parameter `octwidth=2` by default
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106
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107 ## v0.2.0
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108
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109 Bug fixes
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110
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111 - fixed default `librosa.core.stft, istft, ifgram` to match specification
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112 - fixed a float->int bug in peak_pick
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113 - better memory efficiency
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114 - `librosa.segment.recurrence_matrix` corrects for width suppression
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115 - fixed a divide-by-0 error in the beat tracker
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116 - fixed a bug in tempo estimation with short windows
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117 - `librosa.feature.sync` now supports 1d arrays
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118 - fixed a bug in beat trimming
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119 - fixed a bug in `librosa.core.stft` when calculating window size
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120 - fixed `librosa.core.resample` to support stereo signals
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121
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122 Features
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123
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124 - added filters option to cqt
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125 - added window function support to istft
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126 - added an IPython notebook demo
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127 - added `librosa.features.delta` for computing temporal difference features
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128 - new `examples` scripts: tuning, hpss
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129 - added optional trimming to `librosa.segment.stack_memory`
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130 - `librosa.onset.onset_strength` now takes generic spectrogram function `feature`
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131 - compute reference power directly in `librosa.core.logamplitude`
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132 - color-blind-friendly default color maps in `librosa.display.cmap`
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133 - `librosa.core.onset_strength` now accepts an aggregator
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134 - added `librosa.feature.perceptual_weighting`
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135 - added tuning estimation to `librosa.feature.chromagram`
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136 - added `librosa.core.A_weighting`
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137 - vectorized frequency converters
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138 - added `librosa.core.cqt_frequencies` to get CQT frequencies
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139 - `librosa.core.cqt` basic constant-Q transform implementation
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140 - `librosa.filters.cq_to_chroma` to convert log-frequency to chroma
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141 - added `librosa.core.fft_frequencies`
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142 - `librosa.decompose.hpss` can now return masking matrices
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143 - added reversal for `librosa.segment.structure_feature`
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144 - added `librosa.core.time_to_frames`
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145 - added cent notation to `librosa.core.midi_to_note`
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146 - added time-series or spectrogram input options to `chromagram`, `logfsgram`, `melspectrogram`, and `mfcc`
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147 - new module: `librosa.display`
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148 - `librosa.output.segment_csv` => `librosa.output.frames_csv`
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149 - migrated frequency converters to `librosa.core`
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150 - new module: `librosa.filters`
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151 - `librosa.decompose.hpss` now supports complex-valued STFT matrices
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152 - `librosa.decompose.decompose()` supports `sklearn` decomposition objects
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153 - added `librosa.core.phase_vocoder`
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154 - new module: `librosa.onset`; migrated onset strength from `librosa.beat`
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155 - added `librosa.core.pick_peaks`
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156 - `librosa.core.load()` supports offset and duration parameters
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157 - `librosa.core.magphase()` to separate magnitude and phase from a complex matrix
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158 - new module: `librosa.segment`
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159
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160 Other changes
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161
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162 - `onset_estimate_bpm => estimate_tempo`
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163 - removed `n_fft` from `librosa.core.istft()`
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164 - `librosa.core.mel_frequencies` returns `n_mels` values by default
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165 - changed default `librosa.decompose.hpss` window to 31
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166 - disabled onset de-trending by default in `librosa.onset.onset_strength`
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167 - added complex-value warning to `librosa.display.specshow`
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168 - broke compatibilty with `ifgram.m`; `librosa.core.ifgram` now matches `stft`
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169 - changed default beat tracker settings
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170 - migrated `hpss` into `librosa.decompose`
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171 - changed default `librosa.decompose.hpss` power parameter to `2.0`
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172 - `librosa.core.load()` now returns single-precision by default
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173 - standardized `n_fft=2048`, `hop_length=512` for most functions
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174 - refactored tempo estimator
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175
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176 ## v0.1.0
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177
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178 Initial public release.
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