Update python versions

Author: hyperc54

.github/workflows/tox.yml

@@ -14,10 +14,10 @@ jobs:
           - ubuntu-latest
           - windows-latest
         py:
+          - "3.13"
+          - "3.12"
           - "3.11"
           - "3.10"
-          - "3.9"
-          - "3.8"
         include:
           - os: macos-latest-xlarge
             py: "3.10.11"

basic_pitch/inference.py

@@ -57,7 +57,7 @@
     AUDIO_N_SAMPLES,
     ANNOTATIONS_FPS,
     FFT_HOP,
-    AUDIO_WINDOW_LENGTH,
+    AUDIO_WINDOW_LENGTH
 )
 from basic_pitch.commandline_printing import (
     generating_file_message,
@@ -248,7 +248,7 @@ def unwrap_output(
     output: npt.NDArray[np.float32],
     audio_original_length: int,
     n_overlapping_frames: int,
-    hop_size: int,
+    hop_size: int
 ) -> np.array:
     """Unwrap batched model predictions to a single matrix.
 
@@ -271,8 +271,9 @@ def unwrap_output(
 
     # Concatenate the frames outputs (overlapping frames removed) into a single dimension
     output_shape = output.shape
+    n_output_frames_original = int(np.floor(audio_original_length * (ANNOTATIONS_FPS / AUDIO_SAMPLE_RATE)))
     unwrapped_output = output.reshape(output_shape[0] * output_shape[1], output_shape[2])
-
+    
     # trim to number of expected windows in output
     n_expected_windows = audio_original_length / hop_size
     n_frames_per_window = (AUDIO_WINDOW_LENGTH * ANNOTATIONS_FPS) - n_overlapping_frames
@@ -310,8 +311,7 @@ def run_inference(
             output[k].append(v)
 
     unwrapped_output = {
-        k: unwrap_output(np.concatenate(output[k]), audio_original_length, n_overlapping_frames, hop_size)
-        for k in output
+        k: unwrap_output(np.concatenate(output[k]), audio_original_length, n_overlapping_frames, hop_size) for k in output
     }
 
     if debug_file:

basic_pitch/saved_models/icassp_2022/nmp/fingerprint.pb

@@ -0,0 +1 @@
+���ٮ�‹X��������K��������$ ��ɠ����(���������
2

basic_pitch/saved_models/icassp_2022/nmp/saved_model.pb

@@ -3,6 +3,7 @@ name = "basic-pitch"
 version = "0.4.0"
 description = "Basic Pitch, a lightweight yet powerful audio-to-MIDI converter with pitch bend detection."
 readme = "README.md"
+requires-python = ">=3.10"
 keywords = []
 classifiers = [
 	"Development Status :: 5 - Production/Stable",
@@ -11,10 +12,10 @@ classifiers = [
 	"Operating System :: MacOS :: MacOS X",
 	"Operating System :: Microsoft :: Windows",
 	"Programming Language :: Python",
-	"Programming Language :: Python :: 3.8",
-	"Programming Language :: Python :: 3.9",
 	"Programming Language :: Python :: 3.10",
 	"Programming Language :: Python :: 3.11",
+	"Programming Language :: Python :: 3.12",
+	"Programming Language :: Python :: 3.13",
 	"Programming Language :: Python :: Implementation :: CPython",
 ]
 dependencies = [
@@ -27,8 +28,7 @@ dependencies = [
 	"resampy>=0.2.2,<0.4.3",
 	"scikit-learn",
 	"scipy>=1.4.1",
-	"tensorflow>=2.4.1,<2.15.1; platform_system != 'Darwin' and python_version >= '3.11'",
-	"tensorflow-macos>=2.4.1,<2.15.1; platform_system == 'Darwin' and python_version > '3.11'",
+	"tensorflow>=2.16.0;python_version >= '3.11'",
 	"tflite-runtime; platform_system == 'Linux' and python_version < '3.11'",
 	"typing_extensions",
 ]
@@ -54,7 +54,7 @@ bp-download = "basic_pitch.data.download:main"
 [project.optional-dependencies]
 data = [
     "basic_pitch[tf,test]",
-    "apache_beam",
+    "apache-beam>=2.50.0",
     "mirdata>=1.0.0",
     "smart_open",
     "sox",
@@ -68,8 +68,7 @@ test = [
 	"mido"
 ]
 tf = [
-	"tensorflow>=2.4.1,<2.15.1; platform_system != 'Darwin'",
-	"tensorflow-macos>=2.4.1,<2.15.1; platform_system == 'Darwin' and python_version > '3.7'",
+	"tensorflow>=2.16.1"
 ]
 coreml = ["coremltools"] 
 onnx = ["onnxruntime"]

basic_pitch/saved_models/icassp_2022/nmp/variables/variables.data-00000-of-00001

@@ -1,5 +1,5 @@
 [tox]
-envlist = py38,py39,py310,py311,full,data,manifest,check-formatting,lint,mypy
+envlist = py313,py312,py311,py310,full,data,manifest,check-formatting,lint,mypy
 skipsdist = True
 usedevelop = True
 requires =