├── .env-sample ├── .github ├── README.md └── chatgpt-tts-infras.png ├── .gitignore ├── .vscode ├── launch.json └── settings.json ├── LICENSE ├── pdm.lock ├── pyproject.toml └── tg ├── __init__.py ├── app.py ├── chatgpt ├── __init__.py ├── chatgpt.py └── utils.py ├── config.py ├── speech_to_text ├── __init__.py ├── google_stt.py ├── speech_recognition.py ├── utils.py └── whisper_stt.py ├── tests ├── test_chatgpt.py ├── test_circular_queue.py └── test_text_to_speech.py └── text_to_speech ├── __init__.py ├── azure_tts.py ├── base_tts.py ├── google_tts.py ├── text_to_speech.py └── utils.py /.env-sample: -------------------------------------------------------------------------------- 1 | API_KEY=xxxx 2 | -------------------------------------------------------------------------------- /.github/README.md: -------------------------------------------------------------------------------- 1 | # TalkGPT 2 | 3 | ![原理图](chatgpt-tts-infras.png) 4 | 5 | 通过对话与 ChatGPT 交流的小玩具。详见：https://blog.itswincer.com/posts/chatgpt-and-tts-work-together/ 6 | 7 | ## 本地运行 8 | 9 | 因为使用了 PyAudio 库来采集麦克风，macOS 设备需要先安装 portaudio 依赖。具体见：https://pypi.org/project/PyAudio/ 10 | 11 | 1. 安装 [pdm](https://github.com/pdm-project/pdm) 12 | 2. pdm install 13 | 3. 新建 .env 文件，内容按照 .env-sample 填写（填写 OpenAI 的 API KEY） 14 | 4. pdm run tg/app.py 15 | 16 | -------------------------------------------------------------------------------- /.github/chatgpt-tts-infras.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WincerChan/TalkGPT/85c3811f5c05728032df7177e146adea2b270447/.github/chatgpt-tts-infras.png -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | pip-wheel-metadata/ 24 | share/python-wheels/ 25 | *.egg-info/ 26 | .installed.cfg 27 | *.egg 28 | MANIFEST 29 | 30 | # PyInstaller 31 | # Usually these files are written by a python script from a template 32 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 33 | *.manifest 34 | *.spec 35 | 36 | # Installer logs 37 | pip-log.txt 38 | pip-delete-this-directory.txt 39 | 40 | # Unit test / coverage reports 41 | htmlcov/ 42 | .tox/ 43 | .nox/ 44 | .coverage 45 | .coverage.* 46 | .cache 47 | nosetests.xml 48 | coverage.xml 49 | *.cover 50 | *.py,cover 51 | .hypothesis/ 52 | .pytest_cache/ 53 | 54 | # Translations 55 | *.mo 56 | *.pot 57 | 58 | # Django stuff: 59 | *.log 60 | local_settings.py 61 | db.sqlite3 62 | db.sqlite3-journal 63 | 64 | # Flask stuff: 65 | instance/ 66 | .webassets-cache 67 | 68 | # Scrapy stuff: 69 | .scrapy 70 | 71 | # Sphinx documentation 72 | docs/_build/ 73 | 74 | # PyBuilder 75 | target/ 76 | 77 | # Jupyter Notebook 78 | .ipynb_checkpoints 79 | 80 | # IPython 81 | profile_default/ 82 | ipython_config.py 83 | 84 | # pyenv 85 | .python-version 86 | 87 | # pipenv 88 | # According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. 89 | # However, in case of collaboration, if having platform-specific dependencies or dependencies 90 | # having no cross-platform support, pipenv may install dependencies that don't work, or not 91 | # install all needed dependencies. 92 | #Pipfile.lock 93 | 94 | # PEP 582; used by e.g. github.com/David-OConnor/pyflow 95 | __pypackages__/ 96 | 97 | # Celery stuff 98 | celerybeat-schedule 99 | celerybeat.pid 100 | 101 | # SageMath parsed files 102 | *.sage.py 103 | 104 | # Environments 105 | .env 106 | .venv 107 | env/ 108 | venv/ 109 | ENV/ 110 | env.bak/ 111 | venv.bak/ 112 | 113 | # Spyder project settings 114 | .spyderproject 115 | .spyproject 116 | 117 | # Rope project settings 118 | .ropeproject 119 | 120 | # mkdocs documentation 121 | /site 122 | 123 | # mypy 124 | .mypy_cache/ 125 | .dmypy.json 126 | dmypy.json 127 | 128 | # Pyre type checker 129 | .pyre/ 130 | 131 | # custom config 132 | .pdm.toml -------------------------------------------------------------------------------- /.vscode/launch.json: -------------------------------------------------------------------------------- 1 | { 2 | // Use IntelliSense to learn about possible attributes. 3 | // Hover to view descriptions of existing attributes. 4 | // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 5 | "version": "0.2.0", 6 | "configurations": [ 7 | { 8 | "name": "Python: tts", 9 | "type": "python", 10 | "request": "launch", 11 | "module": "tg.app", 12 | "justMyCode": true 13 | } 14 | ] 15 | } -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- 1 | { 2 | "python.formatting.provider": "black" 3 | } -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU General Public License is a free, copyleft license for 11 | software and other kinds of works. 12 | 13 | The licenses for most software and other practical works are designed 14 | to take away your freedom to share and change the works. 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No Surrender of Others' Freedom. 541 | 542 | If conditions are imposed on you (whether by court order, agreement or 543 | otherwise) that contradict the conditions of this License, they do not 544 | excuse you from the conditions of this License. If you cannot convey a 545 | covered work so as to satisfy simultaneously your obligations under this 546 | License and any other pertinent obligations, then as a consequence you may 547 | not convey it at all. For example, if you agree to terms that obligate you 548 | to collect a royalty for further conveying from those to whom you convey 549 | the Program, the only way you could satisfy both those terms and this 550 | License would be to refrain entirely from conveying the Program. 551 | 552 | 13. Use with the GNU Affero General Public License. 553 | 554 | Notwithstanding any other provision of this License, you have 555 | permission to link or combine any covered work with a work licensed 556 | under version 3 of the GNU Affero General Public License into a single 557 | combined work, and to convey the resulting work. The terms of this 558 | License will continue to apply to the part which is the covered work, 559 | but the special requirements of the GNU Affero General Public License, 560 | section 13, concerning interaction through a network will apply to the 561 | combination as such. 562 | 563 | 14. Revised Versions of this License. 564 | 565 | The Free Software Foundation may publish revised and/or new versions of 566 | the GNU General Public License from time to time. Such new versions will 567 | be similar in spirit to the present version, but may differ in detail to 568 | address new problems or concerns. 569 | 570 | Each version is given a distinguishing version number. If the 571 | Program specifies that a certain numbered version of the GNU General 572 | Public License "or any later version" applies to it, you have the 573 | option of following the terms and conditions either of that numbered 574 | version or of any later version published by the Free Software 575 | Foundation. If the Program does not specify a version number of the 576 | GNU General Public License, you may choose any version ever published 577 | by the Free Software Foundation. 578 | 579 | If the Program specifies that a proxy can decide which future 580 | versions of the GNU General Public License can be used, that proxy's 581 | public statement of acceptance of a version permanently authorizes you 582 | to choose that version for the Program. 583 | 584 | Later license versions may give you additional or different 585 | permissions. However, no additional obligations are imposed on any 586 | author or copyright holder as a result of your choosing to follow a 587 | later version. 588 | 589 | 15. Disclaimer of Warranty. 590 | 591 | THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY 592 | APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT 593 | HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY 594 | OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, 595 | THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR 596 | PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM 597 | IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF 598 | ALL NECESSARY SERVICING, REPAIR OR CORRECTION. 599 | 600 | 16. Limitation of Liability. 601 | 602 | IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING 603 | WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS 604 | THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY 605 | GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE 606 | USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF 607 | DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD 608 | PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), 609 | EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF 610 | SUCH DAMAGES. 611 | 612 | 17. Interpretation of Sections 15 and 16. 613 | 614 | If the disclaimer of warranty and limitation of liability provided 615 | above cannot be given local legal effect according to their terms, 616 | reviewing courts shall apply local law that most closely approximates 617 | an absolute waiver of all civil liability in connection with the 618 | Program, unless a warranty or assumption of liability accompanies a 619 | copy of the Program in return for a fee. 620 | 621 | END OF TERMS AND CONDITIONS 622 | 623 | How to Apply These Terms to Your New Programs 624 | 625 | If you develop a new program, and you want it to be of the greatest 626 | possible use to the public, the best way to achieve this is to make it 627 | free software which everyone can redistribute and change under these terms. 628 | 629 | To do so, attach the following notices to the program. It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright (C) 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . 675 | -------------------------------------------------------------------------------- /pdm.lock: -------------------------------------------------------------------------------- 1 | # This file is @generated by PDM. 2 | # It is not intended for manual editing. 3 | 4 | [[package]] 5 | name = "aiohttp" 6 | version = "3.8.4" 7 | requires_python = ">=3.6" 8 | summary = "Async http client/server framework (asyncio)" 9 | dependencies = [ 10 | "aiosignal>=1.1.2", 11 | "async-timeout<5.0,>=4.0.0a3", 12 | "attrs>=17.3.0", 13 | "charset-normalizer<4.0,>=2.0", 14 | "frozenlist>=1.1.1", 15 | "multidict<7.0,>=4.5", 16 | "yarl<2.0,>=1.0", 17 | ] 18 | 19 | [[package]] 20 | name = "aiosignal" 21 | version = "1.3.1" 22 | requires_python = ">=3.7" 23 | summary = "aiosignal: a list of registered asynchronous callbacks" 24 | dependencies = [ 25 | "frozenlist>=1.1.0", 26 | ] 27 | 28 | [[package]] 29 | name = "appnope" 30 | version = "0.1.3" 31 | summary = "Disable App Nap on macOS >= 10.9" 32 | 33 | [[package]] 34 | name = "asttokens" 35 | version = "2.2.1" 36 | summary = "Annotate AST trees with source code positions" 37 | dependencies = [ 38 | "six", 39 | ] 40 | 41 | [[package]] 42 | name = "async-timeout" 43 | version = "4.0.2" 44 | requires_python = ">=3.6" 45 | summary = "Timeout context manager for asyncio programs" 46 | 47 | [[package]] 48 | name = "attrs" 49 | version = "22.2.0" 50 | requires_python = ">=3.6" 51 | summary = "Classes Without Boilerplate" 52 | 53 | [[package]] 54 | name = "backcall" 55 | version = "0.2.0" 56 | summary = "Specifications for callback functions passed in to an API" 57 | 58 | [[package]] 59 | name = "black" 60 | version = "23.1.0" 61 | requires_python = ">=3.7" 62 | summary = "The uncompromising code formatter." 63 | dependencies = [ 64 | "click>=8.0.0", 65 | "mypy-extensions>=0.4.3", 66 | "packaging>=22.0", 67 | "pathspec>=0.9.0", 68 | "platformdirs>=2", 69 | "tomli>=1.1.0; python_version < \"3.11\"", 70 | ] 71 | 72 | [[package]] 73 | name = "certifi" 74 | version = "2022.12.7" 75 | requires_python = ">=3.6" 76 | summary = "Python package for providing Mozilla's CA Bundle." 77 | 78 | [[package]] 79 | name = "charset-normalizer" 80 | version = "3.1.0" 81 | requires_python = ">=3.7.0" 82 | summary = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet." 83 | 84 | [[package]] 85 | name = "click" 86 | version = "8.1.3" 87 | requires_python = ">=3.7" 88 | summary = "Composable command line interface toolkit" 89 | dependencies = [ 90 | "colorama; platform_system == \"Windows\"", 91 | ] 92 | 93 | [[package]] 94 | name = "colorama" 95 | version = "0.4.6" 96 | requires_python = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7" 97 | summary = "Cross-platform colored terminal text." 98 | 99 | [[package]] 100 | name = "decorator" 101 | version = "5.1.1" 102 | requires_python = ">=3.5" 103 | summary = "Decorators for Humans" 104 | 105 | [[package]] 106 | name = "edge-tts" 107 | version = "6.1.3" 108 | requires_python = ">=3.7" 109 | summary = "Microsoft Edge's TTS" 110 | dependencies = [ 111 | "aiohttp>=3.8.0", 112 | ] 113 | 114 | [[package]] 115 | name = "executing" 116 | version = "1.2.0" 117 | summary = "Get the currently executing AST node of a frame, and other information" 118 | 119 | [[package]] 120 | name = "frozenlist" 121 | version = "1.3.3" 122 | requires_python = ">=3.7" 123 | summary = "A list-like structure which implements collections.abc.MutableSequence" 124 | 125 | [[package]] 126 | name = "gtts" 127 | version = "2.3.1" 128 | requires_python = ">=3.7" 129 | summary = "gTTS (Google Text-to-Speech), a Python library and CLI tool to interface with Google Translate text-to-speech API" 130 | dependencies = [ 131 | "click<8.2,>=7.1", 132 | "requests<3,>=2.27", 133 | ] 134 | 135 | [[package]] 136 | name = "idna" 137 | version = "3.4" 138 | requires_python = ">=3.5" 139 | summary = "Internationalized Domain Names in Applications (IDNA)" 140 | 141 | [[package]] 142 | name = "ipython" 143 | version = "8.11.0" 144 | requires_python = ">=3.8" 145 | summary = "IPython: Productive Interactive Computing" 146 | dependencies = [ 147 | "appnope; sys_platform == \"darwin\"", 148 | "backcall", 149 | "colorama; sys_platform == \"win32\"", 150 | "decorator", 151 | "jedi>=0.16", 152 | "matplotlib-inline", 153 | "pexpect>4.3; sys_platform != \"win32\"", 154 | "pickleshare", 155 | "prompt-toolkit!=3.0.37,<3.1.0,>=3.0.30", 156 | "pygments>=2.4.0", 157 | "stack-data", 158 | "traitlets>=5", 159 | ] 160 | 161 | [[package]] 162 | name = "jedi" 163 | version = "0.18.2" 164 | requires_python = ">=3.6" 165 | summary = "An autocompletion tool for Python that can be used for text editors." 166 | dependencies = [ 167 | "parso<0.9.0,>=0.8.0", 168 | ] 169 | 170 | [[package]] 171 | name = "matplotlib-inline" 172 | version = "0.1.6" 173 | requires_python = ">=3.5" 174 | summary = "Inline Matplotlib backend for Jupyter" 175 | dependencies = [ 176 | "traitlets", 177 | ] 178 | 179 | [[package]] 180 | name = "multidict" 181 | version = "6.0.4" 182 | requires_python = ">=3.7" 183 | summary = "multidict implementation" 184 | 185 | [[package]] 186 | name = "mypy-extensions" 187 | version = "1.0.0" 188 | requires_python = ">=3.5" 189 | summary = "Type system extensions for programs checked with the mypy type checker." 190 | 191 | [[package]] 192 | name = "openai" 193 | version = "0.27.2" 194 | requires_python = ">=3.7.1" 195 | summary = "Python client library for the OpenAI API" 196 | dependencies = [ 197 | "aiohttp", 198 | "requests>=2.20", 199 | "tqdm", 200 | ] 201 | 202 | [[package]] 203 | name = "packaging" 204 | version = "23.0" 205 | requires_python = ">=3.7" 206 | summary = "Core utilities for Python packages" 207 | 208 | [[package]] 209 | name = "parso" 210 | version = "0.8.3" 211 | requires_python = ">=3.6" 212 | summary = "A Python Parser" 213 | 214 | [[package]] 215 | name = "pathspec" 216 | version = "0.11.0" 217 | requires_python = ">=3.7" 218 | summary = "Utility library for gitignore style pattern matching of file paths." 219 | 220 | [[package]] 221 | name = "pexpect" 222 | version = "4.8.0" 223 | summary = "Pexpect allows easy control of interactive console applications." 224 | dependencies = [ 225 | "ptyprocess>=0.5", 226 | ] 227 | 228 | [[package]] 229 | name = "pickleshare" 230 | version = "0.7.5" 231 | summary = "Tiny 'shelve'-like database with concurrency support" 232 | 233 | [[package]] 234 | name = "platformdirs" 235 | version = "3.1.1" 236 | requires_python = ">=3.7" 237 | summary = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." 238 | 239 | [[package]] 240 | name = "prompt-toolkit" 241 | version = "3.0.38" 242 | requires_python = ">=3.7.0" 243 | summary = "Library for building powerful interactive command lines in Python" 244 | dependencies = [ 245 | "wcwidth", 246 | ] 247 | 248 | [[package]] 249 | name = "ptyprocess" 250 | version = "0.7.0" 251 | summary = "Run a subprocess in a pseudo terminal" 252 | 253 | [[package]] 254 | name = "pure-eval" 255 | version = "0.2.2" 256 | summary = "Safely evaluate AST nodes without side effects" 257 | 258 | [[package]] 259 | name = "pyaudio" 260 | version = "0.2.13" 261 | summary = 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-------------------------------------------------------------------------------- 1 | [tool.pdm] 2 | [tool.pdm.dev-dependencies] 3 | dev = [ 4 | "ipython<9.0.0,>=8.11.0", 5 | "black<24.0.0,>=23.1.0", 6 | ] 7 | 8 | [tool.pdm.build] 9 | includes = [] 10 | [build-system] 11 | requires = ["pdm-pep517>=1.0.0"] 12 | build-backend = "pdm.pep517.api" 13 | 14 | 15 | [project] 16 | name = "talkgpt" 17 | version = "0.1.0" 18 | description = "Talk to chatgpt" 19 | authors = [ 20 | {name = "Wincer", email = "WincerChan+github@gmail.com"}, 21 | ] 22 | dependencies = [ 23 | "edge-tts<7.0.0,>=6.1.3", 24 | "openai<1.0.0,>=0.27.1", 25 | "python-dotenv<2.0.0,>=1.0.0", 26 | "gtts>=2.3.1", 27 | "SpeechRecognition>=3.9.0", 28 | "pydub>=0.25.1", 29 | "PyAudio>=0.2.13", 30 | ] 31 | requires-python = ">=3.10,<4.0" 32 | license = {text = "GPLv3"} 33 | 34 | [project.urls] 35 | -------------------------------------------------------------------------------- /tg/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WincerChan/TalkGPT/85c3811f5c05728032df7177e146adea2b270447/tg/__init__.py -------------------------------------------------------------------------------- /tg/app.py: -------------------------------------------------------------------------------- 1 | import asyncio 2 | 3 | from tg.chatgpt import ask 4 | from tg.speech_to_text import listen, select_microphone 5 | 6 | 7 | def run(): 8 | mic = select_microphone() 9 | for x in listen(mic): 10 | if not x: 11 | continue 12 | print(f"\nAsk: {x}") 13 | asyncio.run(ask(x)) 14 | 15 | 16 | if __name__ == "__main__": 17 | try: 18 | run() 19 | # Ctrl+C to exit 20 | except KeyboardInterrupt: 21 | exit(0) 22 | -------------------------------------------------------------------------------- /tg/chatgpt/__init__.py: -------------------------------------------------------------------------------- 1 | from .chatgpt import ask 2 | -------------------------------------------------------------------------------- /tg/chatgpt/chatgpt.py: -------------------------------------------------------------------------------- 1 | import asyncio 2 | import logging 3 | 4 | import openai 5 | 6 | from tg.config import DevConfig 7 | 8 | from ..text_to_speech.text_to_speech import Speech 9 | from .utils import CircularConversation, contains_delimiter 10 | 11 | openai.api_key = DevConfig.API_KEY 12 | # one conversation = 1 ask + 1 reply 13 | PREVIOUS_CONVERSATIONS = CircularConversation(DevConfig.PREVIOUS_MESSAGES_COUNT + 1) 14 | logger = logging.getLogger("chatgpt") 15 | 16 | 17 | def _words_to_sentence(words): 18 | sentence = "".join(words).replace("\n\n", "\n") 19 | print(sentence, end="", flush=True) 20 | return sentence 21 | 22 | 23 | def words_to_speek(speech, idx, words): 24 | sentence = _words_to_sentence(words) 25 | speech.speak_text(idx, sentence) 26 | return sentence 27 | 28 | 29 | def build_conversation_context(text): 30 | DevConfig.REPLYING = True 31 | messages = [ 32 | {"role": "system", "content": DevConfig.SYSTEM_PROMPT}, 33 | ] 34 | PREVIOUS_CONVERSATIONS.push_ask({"role": "user", "content": text}) 35 | messages.extend(PREVIOUS_CONVERSATIONS) 36 | logger.debug(messages) 37 | return messages 38 | 39 | 40 | async def build_sentence_from_stream(async_stream) -> str: 41 | reply, words = [], [] 42 | idx = 0 43 | speech = Speech() 44 | async for choice in async_stream: 45 | content: str 46 | if content := choice["delta"].get("content"): 47 | words.append(content.replace("\n", "", 1)) 48 | 49 | reply_finished = choice["finish_reason"] == "stop" 50 | 51 | is_complete_sentence = contains_delimiter(content) and len(words) > 10 52 | 53 | if is_complete_sentence or reply_finished: 54 | reply.append(words_to_speek(speech, idx, words[:])) 55 | idx += 1 56 | words.clear() 57 | 58 | await speech.wait_for_play() 59 | return "".join(reply) 60 | 61 | 62 | def save_reply(raw_reply): 63 | reply = {"role": "assistant", "content": raw_reply} 64 | PREVIOUS_CONVERSATIONS.push_reply(reply) 65 | 66 | 67 | async def build_async_stream(messages): 68 | stream = openai.ChatCompletion.create( 69 | model="gpt-3.5-turbo", 70 | messages=messages, 71 | temperature=0, 72 | stream=True, 73 | ) 74 | for word in stream: 75 | yield await asyncio.to_thread(lambda: word["choices"][0]) 76 | 77 | 78 | async def ask(text): 79 | DevConfig.REPLYING = True 80 | messages = build_conversation_context(text) 81 | print("Reply: ", end="", flush=True) 82 | async_stream = build_async_stream(messages) 83 | reply = await build_sentence_from_stream(async_stream) 84 | # save reply 85 | if DevConfig.PREVIOUS_MESSAGES_SAVE_REPLY: 86 | save_reply(reply) 87 | 88 | if __name__ == "__main__": 89 | while True: 90 | text = input("\nQuestion: ") 91 | asyncio.run(ask(text)) 92 | -------------------------------------------------------------------------------- /tg/chatgpt/utils.py: -------------------------------------------------------------------------------- 1 | import re 2 | from collections import deque 3 | 4 | delimiter_pattern = re.compile(r"(?<=[.!?\\,，。！])+") 5 | 6 | 7 | def contains_delimiter(char): 8 | if not char: 9 | return False 10 | return delimiter_pattern.search(char) is not None 11 | 12 | 13 | class CircularConversation: 14 | def __init__(self, capacity): 15 | self._dq = deque(maxlen=capacity) 16 | 17 | def push_ask(self, item): 18 | conversation = (item, None) 19 | self._dq.append(conversation) 20 | 21 | def push_reply(self, item): 22 | (ask, _) = self._dq[-1] 23 | self._dq[-1] = (ask, item) 24 | 25 | def __iter__(self): 26 | for ask, reply in self._dq: 27 | if ask: 28 | yield ask 29 | if reply: 30 | yield reply 31 | 32 | @property 33 | def queue(self): 34 | return list(self._dq) 35 | -------------------------------------------------------------------------------- /tg/config.py: -------------------------------------------------------------------------------- 1 | import logging 2 | import os 3 | 4 | from dotenv import load_dotenv as _load_env 5 | 6 | logging.root.setLevel(logging.INFO) 7 | formatter = logging.Formatter( 8 | "%(asctime)s %(name)s %(levelname)s %(message)s", "%H:%M:%S" 9 | ) 10 | stream = logging.StreamHandler() 11 | stream.setFormatter(formatter) 12 | 13 | logging.getLogger("").addHandler(stream) 14 | 15 | _load_env() 16 | 17 | 18 | class DevConfig: 19 | API_KEY = os.environ.get("API_KEY") 20 | REPLYING: bool = False 21 | # tts 相关 22 | AZURE_VOICE_LANG: str = "zh-CN-YunxiNeural" # "en-US-AriaNeural" 23 | # AZURE_VOICE_LANG: str = "en-US-AriaNeural" # "en-US-AnaNeural" 24 | GOOGLE_VOICE_LANG: str = "zh" 25 | TTS_CHOICE: str = "EDGE" # "EDGE", "GOOGLE" 26 | 27 | # stt 相关 28 | MIC_DEVICE_INDEX = os.environ.get("MIC_DEVICE_INDEX") 29 | MIC_DEVICE_COUNT = os.environ.get("MIC_DEVICE_COUNT", "-1") 30 | MAX_WAIT_SECONDS = 5 31 | # stt 选择 google 的时候，需要设置语言；选择 whisper 的话不用 32 | GOOGLE_INPUT_LANG = "zh-CN" 33 | STT_CHOICE = "WHISPER" # "GOOGLE", "WHISPER" 34 | 35 | # chatgpt 相关 36 | PREVIOUS_MESSAGES_COUNT: int = 3 # 0 means no contextual conversation 37 | PREVIOUS_MESSAGES_SAVE_REPLY = True 38 | SYSTEM_PROMPT = "Answer in concise language" 39 | -------------------------------------------------------------------------------- /tg/speech_to_text/__init__.py: -------------------------------------------------------------------------------- 1 | from .speech_recognition import listen, select_microphone 2 | -------------------------------------------------------------------------------- /tg/speech_to_text/google_stt.py: -------------------------------------------------------------------------------- 1 | import speech_recognition as sr 2 | 3 | from tg.config import DevConfig 4 | 5 | r = sr.Recognizer() 6 | 7 | 8 | def recognition(audio): 9 | try: 10 | ret = r.recognize_google(audio, language=DevConfig.GOOGLE_INPUT_LANG) 11 | except sr.UnknownValueError: 12 | input( 13 | "No sound is detected, enter hibernation mode, press the Enter key to wake up" 14 | ) 15 | return 16 | return ret 17 | -------------------------------------------------------------------------------- /tg/speech_to_text/speech_recognition.py: -------------------------------------------------------------------------------- 1 | import logging 2 | 3 | import speech_recognition as sr 4 | from dotenv import set_key 5 | 6 | from tg.config import DevConfig 7 | 8 | match DevConfig.STT_CHOICE: 9 | case "WHISPER": 10 | from .whisper_stt import recognition 11 | case _: 12 | from .google_stt import recognition 13 | 14 | 15 | logger = logging.getLogger("stt") 16 | 17 | r = sr.Recognizer() 18 | 19 | 20 | def devices_changed(): 21 | audio = sr.Microphone.get_pyaudio().PyAudio() 22 | now_count = audio.get_device_count() 23 | before_count = DevConfig.MIC_DEVICE_COUNT 24 | set_key(".env", "MIC_DEVICE_COUNT", f"{now_count}") 25 | return f"{now_count}" != before_count 26 | 27 | 28 | def list_input_device(): 29 | audio = sr.Microphone.get_pyaudio().PyAudio() 30 | for i in range(audio.get_device_count()): 31 | device_info = audio.get_device_info_by_index(i) 32 | if device_info.get("maxInputChannels") > 0: 33 | yield device_info.get("name"), i 34 | 35 | 36 | def select_microphone(): 37 | if devices_changed(): 38 | DevConfig.MIC_DEVICE_INDEX = None 39 | if DevConfig.MIC_DEVICE_INDEX is None: 40 | print("Your device has many microphones: ") 41 | device_ids = [] 42 | for idx, (mic_name, rel_idx) in enumerate(list_input_device()): 43 | device_ids.append(rel_idx) 44 | if DevConfig.MIC_DEVICE_INDEX is None: 45 | print(f"\t {idx+1}. {mic_name}") 46 | continue 47 | if DevConfig.MIC_DEVICE_INDEX == f"{rel_idx}": 48 | print(f"Your choose {mic_name} as microphone.") 49 | device_index = rel_idx 50 | if DevConfig.MIC_DEVICE_INDEX is None: 51 | device_index = device_ids[int(input("Please choose one: ")) - 1] 52 | set_key(".env", "MIC_DEVICE_INDEX", f"{device_index}") 53 | # log device index 54 | return sr.Microphone(device_index=device_index) 55 | 56 | 57 | def listen(mic): 58 | while True: 59 | print("\nRecording, please speak...") 60 | try: 61 | with mic as source: 62 | audio = r.listen(source, phrase_time_limit=DevConfig.MAX_WAIT_SECONDS) 63 | except sr.WaitTimeoutError: 64 | input( 65 | f"No sound detected within {DevConfig.MAX_WAIT_SECONDS} seconds, enter hibernation mode, press [Enter] to wake up." 66 | ) 67 | continue 68 | else: 69 | print("Recording finished, processing...") 70 | if DevConfig.REPLYING: 71 | continue 72 | yield recognition(audio) 73 | -------------------------------------------------------------------------------- /tg/speech_to_text/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WincerChan/TalkGPT/85c3811f5c05728032df7177e146adea2b270447/tg/speech_to_text/utils.py -------------------------------------------------------------------------------- /tg/speech_to_text/whisper_stt.py: -------------------------------------------------------------------------------- 1 | import logging 2 | 3 | import speech_recognition as sr 4 | 5 | from tg.config import DevConfig 6 | 7 | r = sr.Recognizer() 8 | 9 | logger = logging.getLogger("whisper") 10 | 11 | 12 | def recognition(audio): 13 | try: 14 | ret = r.recognize_whisper_api(audio, api_key=DevConfig.API_KEY) 15 | except sr.UnknownValueError: 16 | input( 17 | "No sound is detected, enter hibernation mode, press the Enter key to wake up" 18 | ) 19 | return 20 | return ret 21 | -------------------------------------------------------------------------------- /tg/tests/test_chatgpt.py: -------------------------------------------------------------------------------- 1 | import unittest 2 | from tg.chatgpt.utils import contains_delimiter 3 | 4 | 5 | class TestContainsDelimiter(unittest.TestCase): 6 | def test_with_delimiter(self): 7 | self.assertTrue(contains_delimiter("Hello, world! ")) 8 | self.assertTrue(contains_delimiter("This is a sentence. ")) 9 | self.assertTrue(contains_delimiter("How are you? ")) 10 | self.assertTrue(contains_delimiter("I'm fine. ")) 11 | self.assertTrue(contains_delimiter("Testing... testing... 1, 2, 3. ")) 12 | 13 | def test_without_delimiter(self): 14 | self.assertFalse(contains_delimiter("")) 15 | self.assertFalse(contains_delimiter("This is a sentence")) 16 | self.assertFalse(contains_delimiter("How are you")) 17 | self.assertFalse(contains_delimiter("I'm fine")) 18 | self.assertFalse(contains_delimiter("Testing testing 1 2 3")) 19 | 20 | 21 | if __name__ == "__main__": 22 | unittest.main() 23 | -------------------------------------------------------------------------------- /tg/tests/test_circular_queue.py: -------------------------------------------------------------------------------- 1 | import unittest 2 | 3 | from tg.chatgpt.utils import CircularConversation 4 | 5 | 6 | class TestCircularQueue(unittest.TestCase): 7 | def __init__(self, *args): 8 | self.cq = CircularConversation(3) 9 | super().__init__(*args) 10 | 11 | def check(self, i): 12 | ans = list(filter(lambda x: x >= 0, range(i - 2, i + 1))) 13 | print(self.cq.queue, ans) 14 | self.assertEqual(self.cq.queue, ans) 15 | 16 | def test_push(self): 17 | for i in range(10): 18 | self.cq.push(i) 19 | self.check(i) 20 | 21 | 22 | if __name__ == "__main__": 23 | unittest.main() 24 | -------------------------------------------------------------------------------- /tg/tests/test_text_to_speech.py: -------------------------------------------------------------------------------- 1 | import unittest 2 | from tg.text_to_speech.text_to_speech import speak_text 3 | from tg.text_to_speech.native_tts import speak_text as native_speak 4 | 5 | 6 | # class TestSpeekText(unittest.TestCase): 7 | # def test_speek_text(self): 8 | # speak_text("你好") 9 | # speak_text("，我也好") 10 | 11 | 12 | class TestNativeTTS(unittest.TestCase): 13 | def test_native_tts(self): 14 | native_speak("你好") 15 | 16 | 17 | if __name__ == "__main__": 18 | unittest.main() 19 | -------------------------------------------------------------------------------- /tg/text_to_speech/__init__.py: -------------------------------------------------------------------------------- 1 | from . import utils 2 | -------------------------------------------------------------------------------- /tg/text_to_speech/azure_tts.py: -------------------------------------------------------------------------------- 1 | import asyncio 2 | import logging 3 | from typing import List 4 | 5 | import edge_tts 6 | 7 | from tg.config import DevConfig 8 | from tg.text_to_speech.base_tts import BaseSpeech 9 | 10 | LANG = DevConfig.AZURE_VOICE_LANG 11 | logger = logging.getLogger("azure-ttl") 12 | 13 | 14 | class Speech(BaseSpeech): 15 | async def process_audio_stream(self, idx, stream): 16 | if not stream: 17 | await self.audio_queue.put((idx, None)) 18 | return 19 | 20 | audio_bytes: List[bytes] = [] 21 | 22 | async for msg in stream: 23 | if msg["type"] == "audio" and (data := msg["data"]): 24 | audio_bytes.append(data) 25 | await stream.aclose() 26 | if len(audio_bytes) > 10: 27 | audio_bytes = audio_bytes[1:-5] 28 | await self.audio_queue.put((idx, b"".join(audio_bytes))) 29 | 30 | def get_stream(self, text): 31 | return edge_tts.Communicate(text, LANG).stream() 32 | 33 | 34 | async def te(): 35 | sp = Speech() 36 | sp.speak_text(0, "二") 37 | sp.speak_text(2, "一二三四五六七八九十") 38 | sp.speak_text(1, "三四五") 39 | sp.speak_text(3, "四") 40 | await sp.wait_for_play() 41 | 42 | 43 | if __name__ == "__main__": 44 | asyncio.run(te()) 45 | -------------------------------------------------------------------------------- /tg/text_to_speech/base_tts.py: -------------------------------------------------------------------------------- 1 | import asyncio 2 | import io 3 | import logging 4 | from typing import List 5 | 6 | from pydub import AudioSegment 7 | from pydub.playback import play 8 | 9 | from tg.config import DevConfig 10 | 11 | logger = logging.getLogger("base-tts") 12 | 13 | 14 | class BaseSpeech: 15 | def __init__(self) -> None: 16 | self.audio_queue = asyncio.Queue() 17 | self.consumer_task = asyncio.create_task(self.audio_consumer()) 18 | self.play_tasks = [] 19 | 20 | async def wait_for_play(self): 21 | await asyncio.gather(*self.play_tasks) 22 | await self.do_speak(len(self.play_tasks), "") 23 | await self.consumer_task 24 | 25 | async def audio_consumer(self): 26 | expected_idx = 0 27 | while True: 28 | idx, audio_data = await self.audio_queue.get() 29 | if not audio_data and self.audio_queue.qsize() == 0: 30 | DevConfig.REPLYING = False 31 | break 32 | if expected_idx != idx: 33 | # 下标不对，放回 34 | await asyncio.sleep(0.1) 35 | await self.audio_queue.put((idx, audio_data)) 36 | continue 37 | try: 38 | audio_segment = AudioSegment.from_file( 39 | io.BytesIO(audio_data), format="mp3" 40 | ) 41 | except Exception as e: 42 | logger.exception(e) 43 | else: 44 | await asyncio.to_thread(play, audio_segment) 45 | expected_idx += 1 46 | 47 | def get_stream(self, text): 48 | raise NotImplementedError 49 | 50 | async def do_speak(self, idx, text): 51 | end_marker = "" 52 | if text == end_marker: 53 | stream = None 54 | else: 55 | stream = self.get_stream(text) 56 | await self.process_audio_stream(idx, stream) 57 | 58 | async def process_audio_stream(self, idx, stream): 59 | raise NotImplementedError 60 | 61 | def speak_text(self, idx, text): 62 | if not text: 63 | return 64 | task = asyncio.create_task(self.do_speak(idx, text)) 65 | self.play_tasks.append(task) 66 | -------------------------------------------------------------------------------- /tg/text_to_speech/google_tts.py: -------------------------------------------------------------------------------- 1 | import asyncio 2 | import io 3 | import logging 4 | import queue 5 | 6 | from gtts import gTTS 7 | from pydub import AudioSegment 8 | from pydub.playback import play 9 | 10 | from tg.config import DevConfig 11 | from tg.text_to_speech.base_tts import BaseSpeech 12 | 13 | LANG = DevConfig.GOOGLE_VOICE_LANG 14 | play_queue = queue.Queue() 15 | logger = logging.getLogger("google-tts") 16 | 17 | 18 | class Speech(BaseSpeech): 19 | async def _build_async_stream(self, stream): 20 | for msg in stream: 21 | yield await asyncio.to_thread(lambda: msg) 22 | 23 | async def process_audio_stream(self, idx, stream): 24 | if not stream: 25 | await self.audio_queue.put((idx, None)) 26 | return 27 | 28 | async for msg in self._build_async_stream(stream): 29 | # 去掉首尾空白片段 30 | start_index = int(len(msg) // 120) 31 | end_index = int(len(msg) // 20) 32 | await self.audio_queue.put((idx, msg[start_index:])) 33 | 34 | def get_stream(self, text): 35 | try: 36 | g_comm = gTTS(text, lang=LANG) 37 | except Exception as e: 38 | logger.exception(e) 39 | else: 40 | return g_comm.stream() 41 | 42 | 43 | async def te(): 44 | sp = Speech() 45 | sp.speak_text(0, "二") 46 | sp.speak_text(2, "一二三四五六七八九十") 47 | sp.speak_text(1, "三四五") 48 | sp.speak_text(3, "四") 49 | await sp.wait_for_play() 50 | 51 | 52 | if __name__ == "__main__": 53 | asyncio.run(te()) 54 | -------------------------------------------------------------------------------- /tg/text_to_speech/text_to_speech.py: -------------------------------------------------------------------------------- 1 | from tg.config import DevConfig 2 | 3 | match DevConfig.TTS_CHOICE: 4 | case "EDGE": 5 | from .azure_tts import Speech 6 | case "GOOGLE": 7 | from .google_tts import Speech 8 | case x: 9 | raise RuntimeError(f"Error choice {x}") 10 | -------------------------------------------------------------------------------- /tg/text_to_speech/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WincerChan/TalkGPT/85c3811f5c05728032df7177e146adea2b270447/tg/text_to_speech/utils.py --------------------------------------------------------------------------------