Commit d6ffde94 authored by cxy's avatar cxy

add local tts

parent 56bb731b
......@@ -252,12 +252,14 @@ class MainWindow(QMainWindow, Ui_MainWindow):
self.zm_tableWidget.itemDoubleClicked.connect(self.change_video_time)
# self.all_tableWidget.itemDoubleClicked.connect(self.change_video_time)
# self.all_tableWidget.setEditTriggers(QAbstractItemView.NoEditTriggers)
self.all_tableWidget.itemDoubleClicked.connect(self.writeHistory)
self.all_tableWidget.itemChanged.connect(self.rewriteHistory)
self.all_tableWidget.itemChanged.connect(self.write2ProjectFromContent)
self.all_tableWidget.itemChanged.connect(self.generate_audio_slot_all)
self.all_tableWidget.itemDoubleClicked.connect(self.change_video_time)
self.all_tableWidget.itemDoubleClicked.connect(
self.all_item_changed_by_double_clicked_slot)
self.pb_tableWidget.itemDoubleClicked.connect(self.writeHistory)
self.pb_tableWidget.itemDoubleClicked.connect(
......@@ -421,6 +423,7 @@ class MainWindow(QMainWindow, Ui_MainWindow):
project_name = os.path.basename(project_path)
self.setWindowTitle(f"无障碍电影制作软件(当前工程为:{project_name})")
self.projectContext.Init(project_path)
self.setting_dialog.refresh(self.projectContext)
self.update_ui()
# 导入视频
......@@ -1025,7 +1028,7 @@ class MainWindow(QMainWindow, Ui_MainWindow):
qcombo = QtWidgets.QComboBox()
qcombo.addItems(constant.Content.SpeedList)
qcombo.setCurrentIndex(constant.Content.SpeedList.index(text))
qcombo.currentIndexChanged.connect(self.change_audio_speed)
qcombo.currentIndexChanged.connect(self.change_audio_speed_all)
table.setCellWidget(idx, j, qcombo)
if table.objectName() == constant.Aside.ObjectName and j == constant.Aside.SpeedColumnNumber:
qcombo = QtWidgets.QComboBox()
......@@ -1200,7 +1203,9 @@ class MainWindow(QMainWindow, Ui_MainWindow):
row = item.row() # 获取行数
col = item.column() # 获取列数 注意是column而不是col哦
text = item.text() # 获取内容
if col == constant.Aside.AsideColumnNumber:
# if col == constant.Aside.AsideColumnNumber:
# self.projectContext.history_push(row, text, text)
if col == constant.Content.AsideColumnNumber:
self.projectContext.history_push(row, text, text)
......@@ -1378,7 +1383,7 @@ class MainWindow(QMainWindow, Ui_MainWindow):
Args:
item : 旁白表格中发生变化的单元格
"""
"""
if self.projectContext.initial_ing == True:
return
if self.is_user_editing() == False:
......@@ -1391,7 +1396,6 @@ class MainWindow(QMainWindow, Ui_MainWindow):
row = item.row() # 获取行数
col = item.column() # 获取列数 注意是column而不是col
text = item.text() # 获取内容
if self.can_write_history == False:
self.can_write_history = True
return
......@@ -1407,7 +1411,9 @@ class MainWindow(QMainWindow, Ui_MainWindow):
col = item.column() # 获取列数 注意是column而不是col哦
text = item.text() # 获取内容
if col != constant.Aside.AsideColumnNumber:
# if col != constant.Aside.AsideColumnNumber:
# return
if col != constant.Content.AsideColumnNumber:
return
opt = self.projectContext.history_pop()
......@@ -1528,9 +1534,13 @@ class MainWindow(QMainWindow, Ui_MainWindow):
print('[undo_slot] record=%s' % (record.to_string()))
item = QTableWidgetItem(record.old_str)
row = int(record.row)
self.projectContext.aside_list[row].aside = record.old_str
self.pb_tableWidget.setItem(
row, constant.Aside.AsideColumnNumber, item)
# self.projectContext.aside_list[row].aside = record.old_str
# self.pb_tableWidget.setItem(
# row, constant.Aside.AsideColumnNumber, item)
self.projectContext.all_elements[row].aside = record.old_str
self.all_tableWidget.setItem(
row, constant.Content.AsideColumnNumber, item)
self.action_redo.setEnabled(True)
def redo_slot(self):
......@@ -1544,9 +1554,12 @@ class MainWindow(QMainWindow, Ui_MainWindow):
self.action_redo.setEnabled(False)
item = QTableWidgetItem(record.new_str)
row = int(record.row)
self.projectContext.aside_list[row].aside = record.new_str
self.pb_tableWidget.setItem(
row, constant.Aside.AsideColumnNumber, item)
# self.projectContext.aside_list[row].aside = record.new_str
# self.pb_tableWidget.setItem(
# row, constant.Aside.AsideColumnNumber, item)
self.projectContext.all_elements[row].aside = record.new_str
self.all_tableWidget.setItem(
row, constant.Content.AsideColumnNumber, item)
def view_history_slot(self):
"""查看历史操作
......@@ -1663,7 +1676,6 @@ class MainWindow(QMainWindow, Ui_MainWindow):
print("self.player.position()", self.player.position())
cur_time = round(self.player.position()/1000, 3)
idx = self.calculate_element_row(cur_time)
print(">>>>>>>>>>>>>>>>>>>>>>>>>add row")
print("idex :" + str(idx))
print("[insert_aside_from_now_slot] idx=", idx)
# 其实end_time目前是没啥用的,可以删掉了
......@@ -1712,7 +1724,6 @@ class MainWindow(QMainWindow, Ui_MainWindow):
same_flag = True
break
if float(cur_time) < float(self.projectContext.all_elements[idx].st_time_sec):
print(">>>>>>>>>bbbbbbbb")
break
idx += 1
return idx,same_flag
......@@ -2006,4 +2017,24 @@ class MainWindow(QMainWindow, Ui_MainWindow):
self.projectContext.aside_list[row])
self.projectContext.all_elements[int(all_idx)].speed = combo.currentText()
self.all_tableWidget.setItem(int(all_idx), constant.Content.SpeedColumnNumber, QTableWidgetItem(combo.currentText()))
self.do_generate_audio_by_aside_row(int(row))
\ No newline at end of file
self.do_generate_audio_by_aside_row(int(row))
def change_audio_speed_all(self):
"""换语速
首先定位到待切换语速的那一行,释放当前播放的音频文件,并替换对应旁白文本的语速,同时更新字幕旁白表格中的语速,然后自动生成新的音频。
"""
combo = self.sender()
idx = self.all_tableWidget.indexAt(combo.pos())
row = idx.row()
print("index:", row)
# 将audio_player的资源置空
self.audio_player.setMedia(QMediaContent())
self.projectContext.all_elements[row].speed = combo.currentText()
# 更新字幕旁白表格里对应行的语速
all_idx = self.projectContext.aside_subtitle_2contentId(
self.projectContext.all_elements[row])
self.projectContext.all_elements[int(all_idx)].speed = combo.currentText()
self.all_tableWidget.setItem(int(all_idx), constant.Content.SpeedColumnNumber, QTableWidgetItem(combo.currentText()))
self.do_generate_audio_by_aside_row_all(int(row))
\ No newline at end of file
......@@ -120,6 +120,7 @@ class ProjectContext:
self.subtitle_list = []
self.aside_list = []
self.all_elements = []
self.speaker_type = None
self.speaker_info = None
self.speaker_speed = None
self.duration = 0
......@@ -176,6 +177,7 @@ class ProjectContext:
if not os.path.exists(self.conf_path):
print("conf file does not exist, 找管理员要")
return
print(self.conf_path)
with open(self.conf_path, 'r', encoding='utf8') as f:
info = json.load(f)
# print(json.dumps(info, ensure_ascii=False, indent=4))
......@@ -183,17 +185,20 @@ class ProjectContext:
self.excel_path = info["excel_path"]
self.speaker_info = info["speaker_info"]["speaker_id"]
self.speaker_speed = info["speaker_info"]["speaker_speed"]
self.speaker_type = info["speaker_info"]["speaker_type"] if "speaker_type" in info["speaker_info"] else "科大讯飞"
self.detected = info["detection_info"]["detected"]
self.nd_process = info["detection_info"]["nd_process"]
self.last_time = info["detection_info"]["last_time"]
self.caption_boundings = info["detection_info"]["caption_boundings"]
self.has_subtitle = info["detection_info"]["has_subtitle"]
# 当前工程下没有配置文件,就初始化一份
# 当前工程下没有配置文件,就初始化一份``
if self.conf_path != this_conf_path:
self.conf_path = this_conf_path
print("11111sava")
self.save_conf()
def save_conf(self):
print(self.speaker_speed)
with open(self.conf_path, 'w', encoding='utf-8') as f:
# if len(self.caption_boundings) > 0:
# print(type(self.caption_boundings[0]))
......@@ -209,6 +214,7 @@ class ProjectContext:
"has_subtitle": self.has_subtitle
},
"speaker_info": {
"speaker_type": self.speaker_type,
"speaker_id": self.speaker_info,
"speaker_speed": self.speaker_speed
}
......@@ -225,6 +231,7 @@ class ProjectContext:
# 先备份文件,再覆盖主文件,可选是否需要备份,默认需要备份
# 20221030:添加旁白检测的进度
def save_project(self, need_save_new: bool=False) -> str:
print("22222sava")
self.save_conf()
# all_element = sorted(all_element, key=lambda x: float(x.st_time_sec))
print("current excel_path:", self.excel_path)
......@@ -351,6 +358,22 @@ class ProjectContext:
self.speaker_info = speaker_name[0]
return tuple(speaker_name)
def get_all_speaker_zju_info(self):
"""获取所有说话人的名字、性别及年龄段等信息
用于显示在人机交互界面上,方便用户了解说话人并进行选择
"""
f = open(constant.Pathes.speaker_conf_path, encoding="utf-8")
content = json.load(f)
speaker_name = []
for speaker in content["speaker_zju_details"]:
speaker_name.append(
",".join([speaker["name"], speaker["gender"], speaker["age_group"]]))
if self.speaker_info is None:
self.speaker_info = speaker_name[0]
return tuple(speaker_name)
def init_speakers(self):
"""初始化说话人信息
......@@ -361,6 +384,8 @@ class ProjectContext:
content = json.load(f)
for speaker_info in content["speaker_details"]:
self.speakers.append(Speaker(speaker_info))
for speaker_info in content["speaker_zju_details"]:
self.speakers.append(Speaker(speaker_info))
def choose_speaker(self, speaker_name: str) -> Speaker:
"""选择说话人
......
{"video_path": null, "excel_path": null, "detection_info": {"detected": false, "nd_process": 0.0, "last_time": 0.0, "caption_boundings": [], "has_subtitle": true}, "speaker_info": {"speaker_id": "\u6653\u6653\uff0c\u5973\uff0c\u5e74\u8f7b\u4eba", "speaker_speed": "1.10(4.5\u5b57/\u79d2)"}}
\ No newline at end of file
{"video_path": null, "excel_path": null, "detection_info": {"detected": false, "nd_process": 0.0, "last_time": 0.0, "caption_boundings": [], "has_subtitle": true}, "speaker_info": {"speaker_type": "\u6d59\u5927\u5185\u90e8tts", "speaker_id": "test\uff0c\u5973\uff0c\u5e74\u8f7b\u4eba", "speaker_speed": "1.00(4\u5b57/\u79d2)"}}
\ No newline at end of file
......@@ -139,5 +139,16 @@
"audio_path": "./res/speaker_audio/Yunye.wav",
"speaker_code": "zh-CN-YunyeNeural"
}
]
],
"speaker_zju_details": [{
"id": 0,
"name": "test",
"language": "中文(普通话,简体)",
"age_group": "年轻人",
"gender": "女",
"description": "休闲、放松的语音,用于自发性对话和会议听录。",
"audio_path": "./res/speaker_zju_audio/local_tts_example.wav",
"speaker_code": "",
"speaker_type":"1"
}]
}
\ No newline at end of file
......@@ -8,6 +8,7 @@ from setting_dialog_ui import Ui_Dialog
from utils import validate_and_get_filepath, replace_path_suffix
import winsound
import constant
audioPlayed = winsound.PlaySound(None, winsound.SND_NODEFAULT)
......@@ -19,41 +20,98 @@ class Setting_Dialog(QDialog, Ui_Dialog):
self.setupUi(self)
self.setWindowTitle("设置")
self.projectContext = projectContext
# todo 把所有说话人都加上来
self.speaker_li = self.projectContext.get_all_speaker_info()
for i in self.speaker_li:
self.comboBox.addItem(i)
self.speed_li_2 = ["1.00(4字/秒)", "1.10(4.5字/秒)", "1.25(5字/秒)", "1.50(6字/秒)", "1.75(7字/秒)", "2.00(8字/秒)", "2.50(10字/秒)"]
self.comboBox_2.addItems(self.speed_li_2)
if self.projectContext.speaker_info is None:
self.comboBox.setCurrentIndex(0)
else:
self.comboBox.setCurrentIndex(self.speaker_li.index(self.projectContext.speaker_info))
if self.projectContext.speaker_speed is None:
self.comboBox_2.setCurrentIndex(0)
else:
self.comboBox_2.setCurrentIndex(self.speed_li_2.index(self.projectContext.speaker_speed))
self.refresh(self.projectContext)
self.refresh_flag = False
self.clear_flag = False
self.comboBox_0.currentIndexChanged.connect(self.choose)
self.comboBox.currentIndexChanged.connect(self.speaker_change_slot)
self.comboBox_2.currentIndexChanged.connect(self.speed_change_slot)
self.pushButton.clicked.connect(self.play_audio_slot)
def refresh(self,projectContext):
try:
self.refresh_flag = True
self.clear_flag = True
self.comboBox_0.clear()
self.comboBox.clear()
self.comboBox_2.clear()
# todo 把所有说话人都加上来
self.speaker_li = projectContext.get_all_speaker_info()
self.speaker_zju_li = projectContext.get_all_speaker_zju_info() #本地tts
self.speed_list_zju = ["1.00(4字/秒)", "1.10(4.5字/秒)", "1.25(5字/秒)", "1.50(6字/秒)", "1.75(7字/秒)", "2.00(8字/秒)", "2.50(10字/秒)"] #本地tts
# for i in self.speaker_li:
# self.comboBox.addItem(i)
self.speed_li_2 = ["1.00(4字/秒)", "1.10(4.5字/秒)", "1.25(5字/秒)", "1.50(6字/秒)", "1.75(7字/秒)", "2.00(8字/秒)", "2.50(10字/秒)"]
# self.comboBox_2.addItems(self.speed_li_2)
self.speaker_types = ["科大讯飞", "浙大内部tts"]
self.comboBox_0.addItems(self.speaker_types)
print(projectContext.speaker_type)
if projectContext.speaker_type is None or projectContext.speaker_type == "":
self.comboBox_0.setCurrentIndex(0)
else:
self.comboBox_0.setCurrentIndex(self.speaker_types.index(projectContext.speaker_type))
if self.comboBox_0.currentIndex() ==0: #讯飞
self.comboBox.addItems(self.speaker_li)
self.comboBox_2.addItems(self.speed_li_2)
else:
# local
self.comboBox.addItems(self.speaker_zju_li)
self.comboBox_2.addItems(self.speed_list_zju)
self.clear_flag = False
if projectContext.speaker_info is None or projectContext.speaker_info == "":
self.comboBox.setCurrentIndex(0)
else:
print(projectContext.speaker_info)
self.comboBox.setCurrentIndex(self.speaker_li.index(projectContext.speaker_info) if self.comboBox_0.currentIndex() ==0 else self.speaker_zju_li.index(projectContext.speaker_info))
print(projectContext.speaker_speed)
if projectContext.speaker_speed is None or projectContext.speaker_speed == "":
self.comboBox_2.setCurrentIndex(0)
else:
self.comboBox_2.setCurrentIndex(self.speed_li_2.index(projectContext.speaker_speed) if self.comboBox_0.currentIndex() ==0 else self.speed_list_zju.index(projectContext.speaker_speed))
finally:
self.refresh_flag = False
def choose(self):
if self.refresh_flag:
return
print(self.comboBox_0.currentIndex())
self.comboBox.clear()
self.comboBox_2.clear()
self.projectContext.speaker_type = self.comboBox_0.currentText()
if self.comboBox_0.currentIndex() ==0:
print("讯飞")
self.comboBox.addItems(self.speaker_li)
self.comboBox_2.addItems(self.speed_li_2)
# constant.Content.SpeedList.clear()
# constant.Content.SpeedList = self.speed_li_2
else:
print("local")
self.comboBox.addItems(self.speaker_zju_li)
self.comboBox_2.addItems(self.speed_list_zju)
# constant.Content.SpeedList.clear()
# constant.Content.SpeedList = self.speed_list_zju
def content_fresh(self):
"""刷新界面中的内容
将工程信息中的说话人信息、说话人语速更新到界面中,如果未选择则初始化为第一个选项
"""
if self.projectContext.speaker_info is None:
print(self.projectContext.speaker_info)
if self.projectContext.speaker_info is None or self.projectContext.speaker_info == "" :
self.comboBox.setCurrentIndex(0)
else:
self.comboBox.setCurrentIndex(self.speaker_li.index(self.projectContext.speaker_info))
if self.projectContext.speaker_speed is None:
self.comboBox.setCurrentIndex(self.speaker_li.index(self.projectContext.speaker_info) if self.comboBox_0.currentIndex() ==0 else self.speaker_zju_li.index(self.projectContext.speaker_info))
if self.projectContext.speaker_speed is None or self.projectContext.speaker_speed == "":
self.comboBox_2.setCurrentIndex(0)
else:
self.comboBox_2.setCurrentIndex(self.speed_li_2.index(self.projectContext.speaker_speed))
self.comboBox_2.setCurrentIndex(self.speed_li_2.index(self.projectContext.speaker_speed) if self.comboBox_0.currentIndex() ==0 else self.speed_list_zju.index(self.projectContext.speaker_speed))
def speaker_change_slot(self):
"""切换说话人
......@@ -61,6 +119,8 @@ class Setting_Dialog(QDialog, Ui_Dialog):
将当前的说话人设置为工程的说话人,并保存到配置文件中
"""
if self.clear_flag:
return
self.projectContext.speaker_info = self.comboBox.currentText()
self.projectContext.save_conf()
# print("self.projectContext.speaker_info:", self.projectContext.speaker_info)
......@@ -71,6 +131,8 @@ class Setting_Dialog(QDialog, Ui_Dialog):
将当前的语速设置为工程的语速,并保存到配置文件中
"""
if self.clear_flag:
return
self.projectContext.speaker_speed = self.comboBox_2.currentText()
self.projectContext.save_conf()
......
......@@ -19,20 +19,32 @@ class Ui_Dialog(object):
self.gridLayout_2.setObjectName("gridLayout_2")
self.gridLayout = QtWidgets.QGridLayout()
self.gridLayout.setObjectName("gridLayout")
self.label_2 = QtWidgets.QLabel(Dialog)
self.label_2.setObjectName("label_2")
self.gridLayout.addWidget(self.label_2, 0, 0, 1, 1)
self.comboBox_0 = QtWidgets.QComboBox(Dialog)
self.comboBox_0.setCurrentText("")
self.comboBox_0.setObjectName("comboBox_0")
self.gridLayout.addWidget(self.comboBox_0, 0, 1, 1, 1)
self.label_3 = QtWidgets.QLabel(Dialog)
self.label_3.setObjectName("label_3")
self.gridLayout.addWidget(self.label_3, 0, 0, 1, 1)
self.gridLayout.addWidget(self.label_3, 1, 0, 1, 1)
self.comboBox = QtWidgets.QComboBox(Dialog)
self.comboBox.setCurrentText("")
self.comboBox.setObjectName("comboBox")
self.gridLayout.addWidget(self.comboBox, 0, 1, 1, 1)
self.gridLayout.addWidget(self.comboBox, 1, 1, 1, 1)
self.label_4 = QtWidgets.QLabel(Dialog)
self.label_4.setObjectName("label_4")
self.gridLayout.addWidget(self.label_4, 1, 0, 1, 1)
self.gridLayout.addWidget(self.label_4, 2, 0, 1, 1)
self.comboBox_2 = QtWidgets.QComboBox(Dialog)
self.comboBox_2.setCurrentText("")
self.comboBox_2.setObjectName("comboBox_2")
self.gridLayout.addWidget(self.comboBox_2, 1, 1, 1, 1)
self.gridLayout.addWidget(self.comboBox_2, 2, 1, 1, 1)
self.gridLayout.setRowMinimumHeight(0, 60)
self.gridLayout.setRowMinimumHeight(1, 60)
self.gridLayout.setColumnStretch(1, 1)
......@@ -50,6 +62,8 @@ class Ui_Dialog(object):
def retranslateUi(self, Dialog):
_translate = QtCore.QCoreApplication.translate
Dialog.setWindowTitle(_translate("Dialog", "Dialog"))
self.label_2.setText(_translate("Dialog", "TTS引擎"))
self.label_3.setText(_translate("Dialog", "旁白说话人:"))
self.label_3.setText(_translate("Dialog", "旁白说话人:"))
self.label_4.setText(_translate("Dialog", "旁白语速:"))
self.pushButton.setText(_translate("Dialog", "播放样例音频"))
......@@ -27,6 +27,7 @@ from azure.cognitiveservices.speech import SpeechConfig, SpeechSynthesizer, Resu
from azure.cognitiveservices.speech.audio import AudioOutputConfig
import openpyxl
import shutil
from vits_chinese import tts
tmp_file = 'tmp.wav'
adjusted_wav_path = "adjusted.wav"
......@@ -53,6 +54,8 @@ class Speaker:
self.speaker_code = speaker_info["speaker_code"]
self.description = speaker_info["description"]
self.voice_example = speaker_info["audio_path"]
self.speaker_type = speaker_info["speaker_type"] if "speaker_type" in speaker_info else None #speakers.json里面新加字段speaker_type =1 表示用local tts
def init_speakers():
......@@ -94,44 +97,48 @@ def speech_synthesis(text: str, output_file: str, speaker: Speaker, speed: float
speed (float, optional): 指定的音频语速. Defaults to 1.0.
"""
speech_config = SpeechConfig(
subscription="db34d38d2d3447d482e0f977c66bd624",
region="eastus"
)
speech_config.speech_synthesis_language = "zh-CN"
speech_config.speech_synthesis_voice_name = speaker.speaker_code
# 先把合成的语音文件输出得到tmp.wav中,便于可能的调速需求
if not os.path.exists(os.path.dirname(output_file)): # 如果路径不存在
print("output_file路径不存在,创建:", os.path.dirname(output_file))
os.makedirs(os.path.dirname(output_file))
synthesizer = SpeechSynthesizer(speech_config=speech_config, audio_config=None)
ssml_string = f"""
<speak version="1.0" xmlns="http://www.w3.org/2001/10/synthesis" xml:lang="{speech_config.speech_synthesis_language}">
<voice name="{speaker.speaker_code}">
<prosody rate="{round((speed - 1.0) * 100, 2)}%">
{text}
</prosody>
</voice>
</speak>"""
result = synthesizer.speak_ssml_async(ssml_string).get()
stream = AudioDataStream(result)
stream.save_to_wav_file(output_file)
print(result.reason)
while result.reason == ResultReason.Canceled:
cancellation_details = result.cancellation_details
print("取消的原因", cancellation_details.reason, cancellation_details.error_details)
time.sleep(1)
synthesizer.stop_speaking()
del synthesizer
print("output_file路径不存在,创建:", os.path.dirname(output_file))
os.makedirs(os.path.dirname(output_file))
if speaker.speaker_type != None and speaker.speaker_type == "1":
tts(text, speed, output_file)
else:
speech_config = SpeechConfig(
subscription="db34d38d2d3447d482e0f977c66bd624",
region="eastus"
)
speech_config.speech_synthesis_language = "zh-CN"
speech_config.speech_synthesis_voice_name = speaker.speaker_code
# 先把合成的语音文件输出得到tmp.wav中,便于可能的调速需求
synthesizer = SpeechSynthesizer(speech_config=speech_config, audio_config=None)
ssml_string = f"""
<speak version="1.0" xmlns="http://www.w3.org/2001/10/synthesis" xml:lang="{speech_config.speech_synthesis_language}">
<voice name="{speaker.speaker_code}">
<prosody rate="{round((speed - 1.0) * 100, 2)}%">
{text}
</prosody>
</voice>
</speak>"""
result = synthesizer.speak_ssml_async(ssml_string).get()
stream = AudioDataStream(result)
stream.save_to_wav_file(output_file)
print(result.reason)
while result.reason == ResultReason.Canceled:
cancellation_details = result.cancellation_details
print("取消的原因", cancellation_details.reason, cancellation_details.error_details)
time.sleep(1)
synthesizer.stop_speaking()
del synthesizer
synthesizer = SpeechSynthesizer(speech_config=speech_config, audio_config=None)
result = synthesizer.speak_ssml_async(ssml_string).get()
stream = AudioDataStream(result)
stream.save_to_wav_file(output_file)
print(result.reason)
# detached
def change_speed_and_volume(wav_path: str, speed: float = 1.0):
"""调整语速,顺便把音量调大,语音合成的声音太小了
......
### 安装环境
```
pip install -r requirements.txt
```
### 接口
infer.py
\ No newline at end of file
import sys
import os
sys.path.append(os.path.dirname(__file__))
from .infer import tts
from .utils import get_hparams_from_file
\ No newline at end of file
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import os
import torch
import torch.nn as nn
import torch.nn.functional as F
from transformers import BertModel, BertConfig, BertTokenizer
class CharEmbedding(nn.Module):
def __init__(self, model_dir):
super().__init__()
self.tokenizer = BertTokenizer.from_pretrained(model_dir)
self.bert_config = BertConfig.from_pretrained(model_dir)
self.hidden_size = self.bert_config.hidden_size
self.bert = BertModel(self.bert_config)
self.proj = nn.Linear(self.hidden_size, 256)
self.linear = nn.Linear(256, 3)
def text2Token(self, text):
token = self.tokenizer.tokenize(text)
txtid = self.tokenizer.convert_tokens_to_ids(token)
return txtid
def forward(self, inputs_ids, inputs_masks, tokens_type_ids):
out_seq = self.bert(input_ids=inputs_ids,
attention_mask=inputs_masks,
token_type_ids=tokens_type_ids)[0]
out_seq = self.proj(out_seq)
return out_seq
class TTSProsody(object):
def __init__(self, path, device):
self.device = device
self.char_model = CharEmbedding(path)
self.char_model.load_state_dict(
torch.load(
os.path.join(path, 'prosody_model.pt'),
map_location="cpu"
),
strict=False
)
self.char_model.eval()
self.char_model.to(self.device)
def get_char_embeds(self, text):
input_ids = self.char_model.text2Token(text)
input_masks = [1] * len(input_ids)
type_ids = [0] * len(input_ids)
input_ids = torch.LongTensor([input_ids]).to(self.device)
input_masks = torch.LongTensor([input_masks]).to(self.device)
type_ids = torch.LongTensor([type_ids]).to(self.device)
with torch.no_grad():
char_embeds = self.char_model(
input_ids, input_masks, type_ids).squeeze(0).cpu()
return char_embeds
def expand_for_phone(self, char_embeds, length): # length of phones for char
assert char_embeds.size(0) == len(length)
expand_vecs = list()
for vec, leng in zip(char_embeds, length):
vec = vec.expand(leng, -1)
expand_vecs.append(vec)
expand_embeds = torch.cat(expand_vecs, 0)
assert expand_embeds.size(0) == sum(length)
return expand_embeds.numpy()
if __name__ == "__main__":
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
prosody = TTSProsody('./bert/', device)
while True:
text = input("请输入文本:")
prosody.get_char_embeds(text)
from .ProsodyModel import TTSProsody
\ No newline at end of file
{
"attention_probs_dropout_prob": 0.1,
"directionality": "bidi",
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"initializer_range": 0.02,
"intermediate_size": 3072,
"max_position_embeddings": 512,
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pooler_fc_size": 768,
"pooler_num_attention_heads": 12,
"pooler_num_fc_layers": 3,
"pooler_size_per_head": 128,
"pooler_type": "first_token_transform",
"type_vocab_size": 2,
"vocab_size": 21128
}
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