文件 音频 测颜案例day7

今日学习总结：

女生颜值打分系统

#!/usr/bin/env python
# -*- coding:utf-8 -*-
"""
pip install pillow
pip install baidu-aip
pip install tkinter
"""
import PIL
import time
import base64
import tkinter as tk
from PIL import Image
from PIL import ImageTk
from aip import AipFace
from tkinter.filedialog import askopenfilename

# 配置百度aip参数
APP_ID = '15768642'
API_KEY = 'xhiiGmGPRCRj10XIqVlVeCky'
SECRET_KEY = 'ZDMMAO7StwTKzW8BspVQxvoGtdgSW4yI'
a_face = AipFace(APP_ID, API_KEY, SECRET_KEY)
image_type = 'BASE64'

options = {'face_field': 'age,gender,beauty'}  #选取 age gender beauty


def get_file_content(file_path):
    """获取文件内容"""
    with open(file_path, 'rb') as fr:
        content = base64.b64encode(fr.read())

        return content.decode('utf8')


def face_score(file_path):
    """脸部识别分数"""
    result = a_face.detect(get_file_content(file_path), image_type, options)
    print(result)
    age = result['result']['face_list'][0]['age']
    beauty = result['result']['face_list'][0]['beauty']
    gender = result['result']['face_list'][0]['gender']['type']

    return age, beauty, gender


class ScoreSystem():
    """打分系统类"""
    root = tk.Tk()

    # 修改程序框的大小
    root.geometry('800x500')

    # 添加程序框标题
    root.title('女神颜值打分系统')

    # 修改背景色
    canvas = tk.Canvas(root,
                       width=800,  # 指定Canvas组件的宽度
                       height=500,  # 指定Canvas组件的高度
                       bg='#E6E6FA')  # 指定Canvas组件的背景色
    canvas.pack()

    def start_interface(self):
        """主运行函数"""
        self.title()
        self.time_component()

        # 打开本地文件
        tk.Button(self.root, text='打开文件', command=self.show_original_pic).place(x=50, y=150)
        # 进行颜值评分
        tk.Button(self.root, text='运行程序', command=self.open_files2).place(x=50, y=230)
        # 显示帮助文档
        tk.Button(self.root, text='帮助文档', command=self.show_help).place(x=50, y=310)
        # 退出系统
        tk.Button(self.root, text='退出软件', command=self.quit).place(x=50, y=390)
        # 显示图框标题
        tk.Label(self.root, text='原图', font=10).place(x=380, y=120)
        # 修改图片大小
        self.label_img_original = tk.Label(self.root)
        # 设置显示图框背景
        self.cv_orinial = tk.Canvas(self.root, bg='white', width=270, height=270)
        # 设置显示图框边框
        self.cv_orinial.create_rectangle(8, 8, 260, 260, width=1, outline='red')
        # 设置位置
        self.cv_orinial.place(x=265, y=150)
        # 显示图片位置
        self.label_img_original.place(x=265, y=150)

        # 设置评分标签
        tk.Label(self.root, text='性别', font=10).place(x=680, y=150)
        self.text1 = tk.Text(self.root, width=10, height=2)
        tk.Label(self.root, text='年龄', font=10).place(x=680, y=250)
        self.text2 = tk.Text(self.root, width=10, height=2)
        tk.Label(self.root, text='评分', font=10).place(x=680, y=350)
        self.text3 = tk.Text(self.root, width=10, height=2)

        # 填装文字
        self.text1.place(x=680, y=175)
        self.text2.place(x=680, y=285)
        self.text3.place(x=680, y=385)

        # 开启循环
        self.root.mainloop()

    def show_original_pic(self):
        """放入文件"""
        self.path_ = askopenfilename(title='选择文件')
        # 处理文件
        img = Image.open(fr'{self.path_}')
        img = img.resize((270, 270), PIL.Image.ANTIALIAS)  # 调整图片大小至270*270
        # 生成tkinter图片对象
        img_png_original = ImageTk.PhotoImage(img)
        # 设置图片对象
        self.label_img_original.config(image=img_png_original)
        self.label_img_original.image = img_png_original
        self.cv_orinial.create_image(5, 5, anchor='nw', image=img_png_original)

    def open_files2(self):
        # 获取百度API接口获得的年龄、分数、性别
        age, score, gender = face_score(self.path_)

        # 清楚text文本框内容并进行插入
        self.text1.delete(1.0, tk.END)
        self.text1.tag_config('red', foreground='RED')
        self.text1.insert(tk.END, gender, 'red')

        self.text2.delete(1.0, tk.END)
        self.text2.tag_config('red', foreground='RED')
        self.text2.insert(tk.END, age, 'red')

        self.text3.delete(1.0, tk.END)
        self.text3.tag_config('red', foreground='RED')
        self.text3.insert(tk.END, score, 'red')

    def show_help(self):
        """显示帮助"""
        pass

    def quit(self):
        """退出"""
        self.root.quit()

    def get_time(self, lb):
        """获取时间"""
        time_str = time.strftime("%Y-%m-%d %H:%M:%S")  # 获取当前的时间并转化为字符串
        lb.configure(text=time_str)  # 重新设置标签文本
        self.root.after(1000, self.get_time, lb)  # 每隔1s调用函数 get_time自身获取时间

    def time_component(self):
        """时间组件"""
        lb = tk.Label(self.root, text='', fg='blue', font=("黑体", 15))
        lb.place(relx=0.75, rely=0.90)
        self.get_time(lb)

    def title(self):
        """标题设计"""
        lb = tk.Label(self.root, text='女神颜值打分系统',
                      bg='#6495ED',
                      fg='lightpink', font=('华文新魏', 32),
                      width=20,
                      height=2,
                      # relief=tk.SUNKEN
                      )
        lb.place(x=200, y=10)


score_system = ScoreSystem()
score_system.start_interface()

 

文字转语音

from aip import AipSpeech
from ffmpy3 import FFmpeg

""" 你的 APPID AK SK """
APP_ID = '17642406'
API_KEY = 'DbYSG7MD5yhCwIx4vUNN7Nns'
SECRET_KEY = 's7tEkla5Zhb6PI7c4ZY6YFAGplGCEaby'

client = AipSpeech(APP_ID, API_KEY, SECRET_KEY)

# 语音识别
# 读取文件
def get_file_content(filePath):
    with open(filePath, 'rb') as fp:
        return fp.read()


# 识别本地文件
res = client.asr(get_file_content('16k.pcm'), 'pcm', 16000, {                       #16k.pcm  是自己录的本地文件，需要拖到pycharm 中
    'dev_pid': 1536,
})

print(res)


result  = client.synthesis('。', 'zh', 1, {
    'vol': 5,
    'per': 0,
    'spd': 4,
    'pit': 9
})

# 识别正确返回语音二进制 错误则返回dict 参照下面错误码
if not isinstance(result, dict):
    with open('auido.mp3', 'wb') as f:
        f.write(result)

 

视频转音频

from ffmpy3 import FFmpeg
from aip import AipSpeech
from pydub import AudioSegment
from pydub.utils import mediainfo
import os


# 视频转wav音频
def video_to_wav(file):
    input_file = file
    file_type = file.split(".")[-1]
    # print(file_type)
    output_file = input_file.replace(file_type, "wav")
    # -y:覆盖输出文件无须询问
    # -vn:跳过视频流
    # -ar:设置音频采样频率
    # -ac:设置音频通道数
    # -f:强制指定输入或者输出格式
    ff = FFmpeg(inputs={input_file: None},
                global_options=['-y'],
                outputs={output_file: '-vn -ar 16000 -ac 1 -f wav'})
    # print(ff.cmd)
    ff.run()
    return output_file

# 百度语音转文字
def baidu_asr(file):
    def get_file_content(file):
        with open(file, 'rb')as fp:
            return fp.read()

    """ 你的 APPID AK SK """
    APP_ID = '11714929'
    API_KEY = '0bYRRoICqG8AGOGHmHOCMhXi'
    SECRET_KEY = 'WApZjExgg1tl9e1Rtl6xxpxNqDvieVVR'
    client = AipSpeech(APP_ID, API_KEY, SECRET_KEY)
    result = client.asr(get_file_content(file), 'wav', 16000, {
        'dev_pid': 1537,
    })
    return result


def main(path):
    video_result = video_to_wav(path)
    # path_list = wav_split(video_result)
    with open('heihei.txt', 'w')as f:
        # for i in path_list:
            # print(i)
            result = baidu_asr(video_result)
            # print(result)
            f.write(" ".join(result['result']))


main(r'C:\Users\Administrator\Desktop\wg.mp4')     #视频的位置