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note_lines_helper_test.py
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note_lines_helper_test.py
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# -*- coding: UTF-8 -*-
import librosa
import matplotlib.pyplot as plt
import librosa.display
import numpy as np
from note_lines_helper import *
import os
# 1. Get the file path to the included audio example
# Sonify detected beat events
# 定义加载语音文件并去掉两端静音的函数
test_codes = np.array(['[1000,1000;2000;1000,500,500;2000]',
'[2000;1000,1000;500,500,1000;2000]',
'[1000,1000;500,500,1000;1000,1000;2000]',
'[1000,--(1000);1000,--(1000);500,250,250,1000;--(1000),1000]',
'[500;1000,500,1000,500;500,500,500,250,250,500,500;250,250,500,500,1000]',
'[1000,--(1000);1000,--(1000);1000,-(500),500;1000,1000]',
'[750,250,500,500,500,-(500);500,1000,500,500,-(500);750,250,500,500,500,-(500)]',
'[500,1000,500,500,250,250;1000,500,750,250,500;3000]',
'[500,500,500;1000,500;500,500,500;1500;500,500,500;1000,500;500;1000;1500]',
'[500,500,1000;500,500;1000;375,125,250,250,375,125,250,250;500,500,1000]'])
test_note_codes = np.array(['[3,3,3,3,3,3,3,5,1,2,3]',
'[5,5,3,2,1,2,5,3,2]',
'[5,5,3,2,1,2,2,3,2,6-,5-]',
'[5,1+,7,1+,2+,1+,7,6,5,2,4,3,6,5]',
'[3,6,7,1+,2+,1+,7,6,3]',
'[1+,7,1+,2+,3+,2+,1+,7,6,7,1+,2+,7,1+,7,1+,2+,1+]',
'[5,6,1+,6,2,3,1,6-,5-]',
'[5,5,6,5,6,5,1,3,0,2,2,5-,2,1]',
'[3,2,1,2,1,1,2,3,4,5,3,6,5,5,3]',
'[3,4,5,1+,7,6,5]'])
test_rhythm_codes = np.array(['[500,500,1000;500,500,1000;500,500,750,250;2000]',
'[1000,1000;500,500,1000;1000,500,500; 2000]',
'[1000,1000;500,500,1000;500,250,250,500,500;2000]',
'[500,1000,500;250,250,250,250,500,500;500,500,500,500;2000]',
'[1000;500,500,1000;500,500,500,500;2000]',
'[500;500,500,500,500;500,500,500,500;500,500,500,500;250,250,250,250,500]',
'[1000,750,250,2000;500,500,500,500,2000]',
'[1000,1000,1000,500,500;1000,1000,1000,--(1000);1000,1000,1000;1000,4000]',
'[1500,500,500,500;2500,500;1000,500,500,500,500;2500,500]',
'[500,500;1500,500,500,500;2000]'])
def get_code(index,type):
if type == 1:
code = test_codes[index]
if type == 2:
code = test_rhythm_codes[index]
if type == 3:
code = test_note_codes[index]
# code = code.replace(";", ',')
# code = code.replace("[", '')
# code = code.replace("]", '')
# code = [x for x in code.split(',')]
return code
def get_onsets_index_by_filename(filename):
if filename.find("节奏10") >= 0 or filename.find("节奏十") >= 0 or filename.find("节奏题十") >= 0 or filename.find("节奏题10") >= 0 or filename.find("节10") >= 0:
return 9
elif filename.find("节奏1") >= 0 or filename.find("节奏一") >= 0 or filename.find("节奏题一") >= 0 or filename.find("节奏题1") >= 0 or filename.find("节1") >= 0:
return 0
elif filename.find("节奏2") >= 0 or filename.find("节奏二") >= 0 or filename.find("节奏题二") >= 0 or filename.find("节奏题2") >= 0 or filename.find("节2") >= 0:
return 1
elif filename.find("节奏3") >= 0 or filename.find("节奏三") >= 0 or filename.find("节奏题三") >= 0 or filename.find("节奏题3") >= 0 or filename.find("节3") >= 0:
return 2
elif filename.find("节奏4") >= 0 or filename.find("节奏四") >= 0 or filename.find("节奏题四") >= 0 or filename.find("节奏题4") >= 0 or filename.find("节4") >= 0:
return 3
elif filename.find("节奏5") >= 0 or filename.find("节奏五") >= 0 or filename.find("节奏题五") >= 0 or filename.find("节奏题5") >= 0 or filename.find("节5") >= 0:
return 4
elif filename.find("节奏6") >= 0 or filename.find("节奏六") >= 0 or filename.find("节奏题六") >= 0 or filename.find("节奏题6") >= 0 or filename.find("节6") >= 0:
return 5
elif filename.find("节奏7") >= 0 or filename.find("节奏七") >= 0 or filename.find("节奏题七") >= 0 or filename.find("节奏题7") >= 0 or filename.find("节7") >= 0:
return 6
elif filename.find("节奏8") >= 0 or filename.find("节奏八") >= 0 or filename.find("节奏题八") >= 0 or filename.find("节奏题8") >= 0 or filename.find("节8") >= 0:
return 7
elif filename.find("节奏9") >= 0 or filename.find("节奏九") >= 0 or filename.find("节奏题九") >= 0 or filename.find("节奏题9") >= 0 or filename.find("节9") >= 0:
return 8
else:
return -1
def get_onsets_index_by_filename_rhythm(filename):
if filename.find("旋律10") >= 0 or filename.find("旋律十") >= 0 or filename.find("视唱十") >= 0 or filename.find("视唱10") >= 0 or filename.find("旋10") >= 0:
return 9
elif filename.find("旋律1") >= 0 or filename.find("旋律一") >= 0 or filename.find("视唱一") >= 0 or filename.find("视唱1") >= 0 or filename.find("旋1") >= 0:
return 0
elif filename.find("旋律2") >= 0 or filename.find("旋律二") >= 0 or filename.find("视唱二") >= 0 or filename.find("视唱2") >= 0 or filename.find("旋2") >= 0:
return 1
elif filename.find("旋律3") >= 0 or filename.find("旋律三") >= 0 or filename.find("视唱三") >= 0 or filename.find("视唱3") >= 0 or filename.find("旋3") >= 0:
return 2
elif filename.find("旋律4") >= 0 or filename.find("旋律四") >= 0 or filename.find("视唱四") >= 0 or filename.find("视唱4") >= 0 or filename.find("旋4") >= 0:
return 3
elif filename.find("旋律5") >= 0 or filename.find("旋律五") >= 0 or filename.find("视唱五") >= 0 or filename.find("视唱5") >= 0 or filename.find("旋5") >= 0:
return 4
elif filename.find("旋律6") >= 0 or filename.find("旋律六") >= 0 or filename.find("视唱六") >= 0 or filename.find("视唱6") >= 0 or filename.find("旋6") >= 0:
return 5
elif filename.find("旋律7") >= 0 or filename.find("旋律七") >= 0 or filename.find("视唱七") >= 0 or filename.find("视唱7") >= 0 or filename.find("旋7") >= 0:
return 6
elif filename.find("旋律8") >= 0 or filename.find("旋律八") >= 0 or filename.find("视唱八") >= 0 or filename.find("视唱8") >= 0 or filename.find("旋8") >= 0:
return 7
elif filename.find("旋律9") >= 0 or filename.find("旋律九") >= 0 or filename.find("视唱九") >= 0 or filename.find("视唱9") >= 0 or filename.find("旋9") >= 0:
return 8
else:
return -1
def write_txt(content, filename, mode='w'):
"""保存txt数据
:param content:需要保存的数据,type->list
:param filename:文件名
:param mode:读写模式:'w' or 'a'
:return: void
"""
with open(filename, mode) as f:
f.write(content)
if __name__ == "__main__":
#y, sr = load_and_trim('F:/项目/花城音乐项目/样式数据/ALL/旋律/1.31MP3/旋律1.100分.wav')
filename = 'F:/项目/花城音乐项目/样式数据/2.27MP3/旋律/旋律2.1(80).wav'
filename = 'F:/项目/花城音乐项目/样式数据/ALL/旋律/1.31MP3/旋律3.100分.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/2.27MP3/旋律/旋律一（9）（100）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/2.27MP3/旋律/旋律一（14）（95）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋律五（3）（63）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/2.27MP3/节奏/节奏一（4）（96）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋3王（80）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋4谭（95）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋4文(75).wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋8录音1(80).wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋1.3(93).wav'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋3罗（80）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/2.27MP3/旋律/旋律1_40312（95）.wav'
#filename = 'e:/test_image/m1/A/旋律1_40312（95）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋3罗（80）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋律十（2）（80）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/2.27MP3/旋律/旋律8录音3(95).wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋1王（98）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/Archive/dada1.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋1王（98）.wav'
# filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律mp3/旋律8.100分.mp3'
# filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律mp3/旋律7.100分.mp3'
# filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律mp3/旋律5.100分.mp3'
# filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律mp3/旋律六.5（100）.mp3'
#filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律mp3/旋律6.75分.mp3'
#filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律mp3/旋律1.40分.mp3'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋1.2(92).wav'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋1谭（98）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋1王（98）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋3.3(96).wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋4谭（95）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋律8录音3(95).wav'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋1谭（98）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋1王（98）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋8文(58).wav'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋律四（1）（20）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋4王（56）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋4欧(25).wav'
filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律八（9）(90).wav'
filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律二（2）（90分）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律九（4）(95).wav'
filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律三（2）（90分）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律四.1（100）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律四.3（100）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律十（5）(50).wav'
#filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律七(5)（55）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律1.90分.wav'
filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律四.10（100）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律三（3）（80分）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律三（8）(80).wav'
#filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律二（2）（90分）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律三.10（100）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律一.6（100）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/1-2/旋律/旋律九（6）(50).wav'
filename = 'F:/项目/花城音乐项目/样式数据/6.21MP3/旋律/两只老虎20190621-7278.wav' #只是节奏基本对，旋律全错 score, onset_score, note_scroe is 57,37,20
#filename = 'F:/项目/花城音乐项目/样式数据/6.21MP3/旋律/两只老虎20190621-6314.wav' #唱的不是同一首歌，旋律也相差较大 score, onset_score, note_scroe is 50,32,18
#filename = 'F:/项目/花城音乐项目/样式数据/6.21MP3/旋律/20190621-3533.wav' #节奏对，旋律全错 score, onset_score, note_scroe is 45,32,13
#filename = 'F:/项目/花城音乐项目/样式数据/6.21MP3/旋律/两只老虎20190621-9983.wav' #节奏对，旋律错 score, onset_score, note_scroe is 60,37,23
#filename = 'F:/项目/花城音乐项目/样式数据/6.21MP3/旋律/20190621-3858.wav'# 速度偏快，节奏旋律基本正确 score, onset_score, note_scroe is 61,36,25
#filename = 'F:/项目/花城音乐项目/样式数据/6.21MP3/旋律/两只老虎20190621-6264.wav' #唱速不稳定，旋律正确，节奏错误 score, onset_score, note_scroe is 44,33,11
#filename = 'F:/项目/花城音乐项目/样式数据/6.21MP3/旋律/20190621-3192.wav' #只是节奏基本对，旋律全错 score, onset_score, note_scroe is 50,32,18
#filename = 'F:/项目/花城音乐项目/样式数据/6.21MP3/旋律/两只老虎20190621-6143.wav' #速度偏快，节奏旋律基本正确 score, onset_score, note_scroe is 10,4,6
#filename = 'F:/项目/花城音乐项目/样式数据/6.21MP3/旋律/两只老虎20190621-9805.wav' #节奏对，旋律错，score, onset_score, note_scroe is 52,32,20
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋1谭（98）.wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋1.1(96).wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋7卉(55).wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋3谭（98）.wav'
filename = 'F:/项目/花城音乐项目/样式数据/6.24MP3/旋律/两只老虎20190624-2939.wav'
filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋1录音3(90).wav'
#filename = 'F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/旋9.1(73).wav'
result_path = 'e:/test_image/n/'
plt.close()
rhythm_code = '[500,500,500,500;500,500,500,500;500,500,1000;500,500;1000]'
pitch_code = '[1,2,3,1,1,2,3,1,3,4,5,3,4,5]'
type_index = get_onsets_index_by_filename_rhythm(filename)
rhythm_code = get_code(type_index, 2)
pitch_code = get_code(type_index, 3)
#rhythm_code = '[1000,1000;500,500,1000;500,250,250,500,500;2000]'
#melody_code = '[5,5,3,2,1,2,2,3,2,6-,5-]'
print("rhythm_code is {}".format(rhythm_code))
print("pitch_code is {}".format(pitch_code))
plt, total_score,onset_score, note_scroe,detail_content = draw_plt_v2(filename,rhythm_code,pitch_code)
plt.show()
plt.clf()
#total_score, onset_score, note_scroe,detail_content,onsets_frames,maybe_onset_frames = get_melody_score(filename, rhythm_code, pitch_code)
total_score, onset_score, note_scroe,detail_content, CQT, rms, result, onsets_frames,starts_index = get_melody_score_v2(filename, rhythm_code, pitch_code)
filepath, fullflname = os.path.split(filename)
output_file = fullflname.split('.wav')[0] + '-out.txt'
content = 'total_score,onset_score, note_scroe is ' + str(total_score) + ' ' + str(onset_score) + ' ' + str(note_scroe)
content += "\n"
save_path = os.path.join(result_path, output_file)
write_txt(content, save_path, mode='w')
write_txt(detail_content, save_path, mode='a')
dir_list = ['F:/项目/花城音乐项目/样式数据/3.06MP3/旋律/']
#dir_list = ['F:/项目/花城音乐项目/样式数据/1-2/旋律/']
#dir_list = ['F:/项目/花城音乐项目/样式数据/6.21MP3/旋律/']
#dir_list = ['F:/项目/花城音乐项目/样式数据/2.27MP3/旋律/']
#dir_list = ['e:/test_image/m1/A/']
#dir_list = []
total_accuracy = 0
total_num = 0
# clear_dir(result_path)
# 要测试的数量
test_num = 100
score = 0
file_total = 1
total_10 = 0
total_15 = 0
total_20 = 0
for dir in dir_list:
file_list = os.listdir(dir)
# shuffle(file_list) # 将语音文件随机排列
#file_list = ['旋1王（98）.wav']
file_total = len(file_list)
for filename in file_list:
if filename.find(".txt") > 0:
continue
# clear_dir(image_dir)
# wavname = re.findall(pattern,filename)[0]
print(dir + filename)
# plt = draw_start_end_time(dir + filename)
# plt = draw_baseline_and_note_on_cqt(dir + filename, False)
type_index = get_onsets_index_by_filename_rhythm(dir + filename)
rhythm_code = get_code(type_index, 2)
pitch_code = get_code(type_index, 3)
# rhythm_code = '[500,500,500,500;500,500,500,500;500,500,1000;500,500;1000]'
# pitch_code = '[1,2,3,1,1,2,3,1,3,4,5,3,4,5]'
#plt, total_score, onset_score, note_scroe,detail_content = draw_plt(dir + filename, rhythm_code, pitch_code)
plt, total_score,onset_score, note_scroe,detail_content = draw_plt_v2(dir + filename,rhythm_code,pitch_code)
#total_score, onset_score, note_scroe,detail_content,onsets_frames,maybe_onset_frames = get_melody_score(dir + filename, rhythm_code, pitch_code)
total_score, onset_score, note_scroe,detail_content, CQT, rms, result, onsets_frames,starts_index = get_melody_score_v2(dir + filename, rhythm_code, pitch_code)
print("score, onset_score, note_scroe is {},{},{}".format(total_score, onset_score, note_scroe))
# tmp = os.listdir(result_path)
if filename.find("tune") > 0 or filename.find("add") > 0 or filename.find("shift") > 0:
score = re.sub("\D", "", filename.split("-")[0]) # 筛选数字
else:
score = re.sub("\D", "", filename) # 筛选数字
if str(score).find("100") > 0:
score = 100
else:
score = int(score) % 100
if int(score) >= 90:
grade = 'A'
elif int(score) >= 75:
grade = 'B'
elif int(score) >= 60:
grade = 'C'
elif int(score) >= 1:
grade = 'D'
else:
grade = 'E'
# result_path = result_path + grade + "/"
# plt.savefig(result_path + filename + '.jpg', bbox_inches='tight', pad_inches=0)
#grade = 'A'
#plt.savefig(result_path + grade + "/" + filename + '-'+ str(total_score) + '-' + str(onset_score) + '-' + str(note_scroe) + '.jpg', bbox_inches='tight', pad_inches=0)
# plt.savefig(result_path + grade + "/" + filename + '-' + str(total_score) + '-' + str(onset_score) + '-' + str(note_scroe) + '.jpg', bbox_inches='tight', pad_inches=0)
if grade == 'D':
if total_score > 70:
plt.savefig(result_path + grade + "/" + filename + '-' + str(total_score) + '-' + str(onset_score) + '-' + str(note_scroe) + '.jpg', bbox_inches='tight', pad_inches=0)
else:
if np.abs(total_score - int(score)) > 15 :
plt.savefig( result_path + grade + "/" + filename + '-' + str(total_score) + '-' + str(onset_score) + '-' + str(note_scroe) + '.jpg', bbox_inches='tight', pad_inches=0)
plt.clf()
if np.abs(total_score - int(score)) <= 10:
total_10 += 1
if np.abs(total_score - int(score)) <= 15:
total_15 += 1
if np.abs(total_score - int(score)) <= 20:
total_20 += 1
output_file = filename.split('.wav')[0] + '-out.txt'
content = 'total_score,onset_score, note_scroe is ' + str(total_score) + ' ' + str(onset_score) + ' ' + str(
note_scroe)
content += "\n"
save_path = os.path.join(result_path + grade, output_file)
write_txt(content, save_path, mode='w')
write_txt(detail_content, save_path, mode='a')
print("file_total,yes_total is {},{},{},{},{}".format(file_total, total_10, total_15, total_20,
total_10 / file_total))