commit 9fa38baa8366dac8d06015ab7caee5d9977287b8 Author: Yandrik Date: Fri Feb 9 01:45:49 2024 +0100 INITIAL COMMIT diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..45cb5a0 --- /dev/null +++ b/.gitignore @@ -0,0 +1,167 @@ +### Python template +# Byte-compiled / optimized / DLL files +__pycache__/ +*.py[cod] +*$py.class + +# C extensions +*.so + +# Distribution / packaging +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +share/python-wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +out*/ +apikey.secret +out*.md +.tmp/ + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.nox/ +.coverage +.coverage.* +.cache +nosetests.xml +coverage.xml +*.cover +*.py,cover +.hypothesis/ +.pytest_cache/ +cover/ + +# Translations +*.mo +*.pot + +# Django stuff: +*.log +local_settings.py +db.sqlite3 +db.sqlite3-journal + +# Flask stuff: +instance/ +.webassets-cache + +# Scrapy stuff: +.scrapy + +# Sphinx documentation +docs/_build/ + +# PyBuilder +.pybuilder/ +target/ + +# Jupyter Notebook +.ipynb_checkpoints + +# IPython +profile_default/ +ipython_config.py + +# pyenv +# For a library or package, you might want to ignore these files since the code is +# intended to run in multiple environments; otherwise, check them in: +# .python-version + +# pipenv +# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. +# However, in case of collaboration, if having platform-specific dependencies or dependencies +# having no cross-platform support, pipenv may install dependencies that don't work, or not +# install all needed dependencies. +#Pipfile.lock + +# poetry +# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control. +# This is especially recommended for binary packages to ensure reproducibility, and is more +# commonly ignored for libraries. +# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control +#poetry.lock + +# pdm +# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. +#pdm.lock +# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it +# in version control. +# https://pdm.fming.dev/#use-with-ide +.pdm.toml + +# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm +__pypackages__/ + +# Celery stuff +celerybeat-schedule +celerybeat.pid + +# SageMath parsed files +*.sage.py + +# Environments +.env +.venv +env/ +venv/ +ENV/ +env.bak/ +venv.bak/ + +# Spyder project settings +.spyderproject +.spyproject + +# Rope project settings +.ropeproject + +# mkdocs documentation +/site + +# mypy +.mypy_cache/ +.dmypy.json +dmypy.json + +# Pyre type checker +.pyre/ + +# pytype static type analyzer +.pytype/ + +# Cython debug symbols +cython_debug/ + +# PyCharm +# JetBrains specific template is maintained in a separate JetBrains.gitignore that can +# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore +# and can be added to the global gitignore or merged into this file. For a more nuclear +# option (not recommended) you can uncomment the following to ignore the entire idea folder. +#.idea/ + diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 0000000..13566b8 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,8 @@ +# Default ignored files +/shelf/ +/workspace.xml +# Editor-based HTTP Client requests +/httpRequests/ +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 0000000..105ce2d --- /dev/null +++ b/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 0000000..6cd637b --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,7 @@ + + + + + + \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml new file mode 100644 index 0000000..e4c207f --- /dev/null +++ b/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/ttsthing.iml b/.idea/ttsthing.iml new file mode 100644 index 0000000..c07b870 --- /dev/null +++ b/.idea/ttsthing.iml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 0000000..94a25f7 --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..2c07333 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.11 diff --git a/main.py b/main.py new file mode 100644 index 0000000..5ca1bd4 --- /dev/null +++ b/main.py @@ -0,0 +1,283 @@ +import os +from typing import Tuple, List + +import argparse +import re +from pathlib import Path +from pydub import AudioSegment +import torch +from TTS.api import TTS + +import requests + +import prompt + +OUT_DIR = 'out' +SPEAKER_WAV = 'speaker.wav' +LANG = "de" + +tts = None + +try: + with open('apikey.secret') as f: + api_key = f.read().strip() +except FileNotFoundError: + print('Couldn\'t read API key from file \'apikey.secret\'w. Does it exist?') + + +def is_float(s: str) -> bool: + try: + float(s) + return True + except ValueError: + return False + + +def has_word_characters(s: str) -> bool: + if re.search(r'\w', s): + return True + else: + return False + + +def transform_string(input_str: str) -> str: + """ + This method transforms strings like "Der Gauner, die Gauner" into der_gauner_die_gauner + """ + output_str = (input_str + .lower() + .replace(' ', '_') + .replace(',', '') + .replace(';', '') + .replace('.', '') + .replace('/', '') + .replace('\\', '') + .replace(']', '') + .replace('[', '') + .replace('(', '') + .replace(')', '')) + return output_str + + +def get_tts_lazy() -> TTS: + global tts + if tts is None: + device = "cuda" if torch.cuda.is_available() else "cpu" + tts = TTS("tts_models/multilingual/multi-dataset/xtts_v2").to(device) + return tts + + +def do_tts(text: str, speaker_wav: str, language: str, mp3_path: str, multisample: int = 4): + """Generates audio file from text.""" + + os.makedirs('.tmp', exist_ok=True) + + # to prevent long extra phrases, run `multisample` times, and take shortest (smallest) sample + for i in range(multisample): + get_tts_lazy().tts_to_file(text=text, speaker_wav=speaker_wav, language=language, file_path=f".tmp/temp{i}.wav") + + shortest_sound = None + + # load from file and convert to mp3 + for i in range(multisample): + sound = AudioSegment.from_file(f".tmp/temp{i}.wav") + if shortest_sound is None: + shortest_sound = sound + elif len(sound) < len(shortest_sound): + shortest_sound = sound + + sound = shortest_sound + + sound = sound.set_frame_rate(44100) # Set frame rate to 44.1kHz, high quality + sound = sound.set_sample_width(2) # 2 byte (16 bit) samples, high quality + sound = sound.set_channels(2) # make it stereo + + # Export as high quality mp3 + sound.export(mp3_path, format="mp3", bitrate="192k") # Export with high quality bitrate + + +temp = "passieren; der Schaden, die Schäden; der Start, die Starts; die Strecke, die Strecken; der Verkehr; wenden; das Zeichen, die Zeichen; aussteigen; ausweichen; die Autobahn, die Autobahnen; der Bord, die Borde; die Brücke, die Brücken; einholen; einsteigen; entgegenkommen; fort; freigeben; der Hafen, die Häfen; der Halt, die Halte; die Kurve, die Kurven; laden; mobil; der Parkplatz, die Parkplätze; rollen; das Signal, die Signale; sperren; die Station, die Stationen; stoppen; das Tempo, die Tempos; das Ticket, die Tickets; der Transport, die Transporte; transportieren; der Tunnel, die Tunnel; der Unfall, die Unfälle; verkehren; verpassen" + + +def extract_words_from_cards(cards: [Tuple[str, str]], temp: float = 0.0) -> List[str]: + url = "https://api.perplexity.ai/chat/completions" + + left_sides = [card[0] for card in cards] + query_words = ';'.join(left_sides) # german words + + payload = { + "model": "mixtral-8x7b-instruct", + # "model": "pplx-70b-chat", + "messages": [ + { + "role": "system", + "content": prompt.CARDS_TO_WORDS_PROMPT # prompt.CARDS_TO_WORDS_PROMPT + # "content": prompt.LLAMA_CARDS_TO_WORDS_PROMPT + }, + { + "role": "user", + "content": "Here are Anki Cards to transform into speakable phrases: \n" + query_words + + "\nMake sure to ONLY output a string of semicolon-separated speakable phrases. DO NOT write anything else!" + } + ], + "temperature": temp, + "presence_penalty": 0 + } + headers = { + "accept": "application/json", + "content-type": "application/json", + "authorization": f"Bearer {api_key}", + } + + while True: + response = requests.post(url, json=payload, headers=headers) + + if response.status_code != 200: + print("Perplexity API error") + user_input = input("Retry? [Y/n] > ") + if user_input.strip().lower() in ['n', 'no']: + print("exiting...") + exit(0) + else: + continue + else: + break + + print((response.json())) + + # split response at ;, and then return as list + + content = response.json()['choices'][0]['message']['content'] + + print(f'query: {query_words}') + print(f'content: {content}') + + words = content.split(";") + words = [word.split('\n')[0].strip() for word in words] # remove eventual newlines (e.g. comments) + if len(words[-1]) == 0 or not has_word_characters(words[-1]): + words = words[:-1] + return words + + +def process_text_to_audio(phrases_and_filenames: [(str, str)]): + os.makedirs(OUT_DIR, exist_ok=True) + for idx, phrase_and_filename in enumerate(phrases_and_filenames, 1): + phrase, filename = phrase_and_filename + mp3_path = os.path.join(OUT_DIR, f"{filename}.mp3") + do_tts(phrase, 'speaker.wav', 'de', mp3_path) + + +def main(): + parser = argparse.ArgumentParser(description="Parse markdown note for Anki cards.") + parser.add_argument('note_file', type=str, help='The path of the markdown note file.') + parser.add_argument('--out-file', type=str, default='out.md', help='The output file.') + parser.add_argument('--obsidian-format', action='store_true', help='Use Obsidian path format.') + parser.add_argument("--batch-size", type=int, default=64, + help='Number of cards sent to the LLM at one time, and processed in bulk. Default 64') + parser.add_argument('--multisample', type=int, default=4, + help='Number of audio generations per batch. Reduces audio with arbitrary sounds for short cards. Default 4') + parser.add_argument('--multisample-multiply-limit', type=int, default=8, + help='If a phrase is shorter than the multisample multiply limit, significantly more audio generations (generally *3) are done to improve quality. Set to 0 to disable. Default 8') + parser.add_argument('--multisample-multiply', type=int, default=3, + help='Sets the multiplier for additional audio generations when a phrase is shorter than the multisample multiply limit. Default is 3') + + args = parser.parse_args() + + # Check if the note file exists + if not Path(args.note_file).exists(): + raise FileNotFoundError(f"File {args.note_file} does not exist.") + + # Read file and parse for Anki cards + with open(args.note_file, 'r') as f: + content = f.read() + + matches = re.findall(r"^Q: (.+)\nA: (.+)\n", content, re.MULTILINE) + + # truncate for debug + # matches = matches[:129] + + batch_size = args.batch_size + + # process in blocks of batch_size + + out_content = content + + for i in range(len(matches) // batch_size + 1): + to_match = matches[i * batch_size:i * batch_size + batch_size] + + correct_words_generated = False + + words = None + + subbatch_size = batch_size + cur_temp = 0 + + # process cards + while not correct_words_generated: + batches = [to_match[i:i + subbatch_size] for i in range(0, len(to_match), subbatch_size)] + words = [] + for batch in batches: + words += extract_words_from_cards(batch, temp=cur_temp) + + if len(words) != len(to_match): + print(f'generated words len ({len(words)}) != matches len ({len(to_match)})') + print( + f'Current Batch Size is {subbatch_size}, temp is {cur_temp}. If this happens repeatedly, try reducing the batch size.') + userinput = input('Try again? [Y/n/split/temp] > ') + if userinput.strip().lower() in ['n', 'no']: + print("aborting...") + exit(0) + elif userinput.strip().lower() in ['s', 'split']: + subbatch_size = max(1, subbatch_size // 2) + # generate batches + elif userinput.strip().lower() in ['t', 'temp']: + while True: + new_temp = input(f"cur temp: {cur_temp}. Input new temp (0-2) > ") + if is_float(new_temp) and 0 <= float(new_temp) <= 2: + cur_temp = float(new_temp) + break + else: + print("Must be numeric (float) between 0 and 2") + + + + + + + else: + print("trying again...") + else: + correct_words_generated = True + + # assert len(words) == len(to_match), f'generated words len ({len(words)}) != matches len ({len(to_match)})' + + print(str(words)) + + filenames = [] + + for j, word in enumerate(words): + print(f'speaker-ifying word {word} ({j + i * batch_size} of {len(matches)})') + + word = word.strip() + + filename = f"{transform_string(word)}.mp3" + filenames.append(filename) + + multisample = args.multisample + if len(word) < args.multisample_multiply_limit: + multisample *= args.multisample_multiply # generate 3x as many for short words / phrases + + do_tts(word, SPEAKER_WAV, LANG, f'./{OUT_DIR}/{filename}', multisample=multisample) + + for i, (question, answer) in enumerate(to_match): + out_content = out_content.replace(f"Q: 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Your job is to transform the dictionary entry card into speakable words, card for card, so that it can be passed to a TTS program. +Your job is to transform cards into speakable phrases, separated by semicolons. + +ALWAYS follow these instructions: +- MAKE SURE to output NOTHING ELSE but the result +- MAKE SURE to not forget a single word! Start from the top, and continue onwards to the bottom +- MAKE SURE to output NO EXTRA WORDS to the cards +- Remove any brackets containing words (e.g. (ADJ), (NUR PL)) +- ALWAYS Remove '|' word separators (e.g aus|steigen -> aussteigen) +- For verbs, include past and past perfect tense (e.g. befinden -> befinden, befand, befunden) +- DO NOT include extra words ANYWHERE EXCEPT FOR IN DECLARED CASES (e.g. DO NOT DO THIS: dahin -> dahin, dorthin. INSTEAD: dahin -> dahin) +- If a plural exists, ALWAYS write down the singular and the plural (e.g. die Werkstatt -en -> die Werkstatt, die Werkstätten) + - Separate plurals (of the same card) ALWAYS with commas, NEVER with semicolons. ALWAYS separate different cards with semicolons. +- If a noun does not change form in the plural, write it with both the singular and plural articles to reflect the change in number (e.g., "das Mädchen, -" -> "das Mädchen, die Mädchen"). If a noun only exists in the plural form, write only the plural (e.g., "die Eltern" remains "die Eltern"). +- For words that only have a plural (e.g. Geschwister), just write the plural form (in this case "Die Geschwister") +- For adjectives, adverbs, propositions and ALL OTHER WORDS, write down ONLY the words themselves (e.g. dahin -> dahin) + +For example, given the following input: + +das Taxi -s; die U-Bahn -en; befinden; die Werkstatt -en; mobil (ADJ); dahin + +Output this: +das Taxi, die Taxis; die U-Bahn, die U-Bahnen; befinden, befand, befunden; die Werkstatt, die Werkstätten; mobil; dahin + +Begin with the first card, then the second card, the third, and so on, until you've transcribed the last card. +If there is only one card, output the speakable phrase directly, WITHOUT a following semicolon. +NEVER output ANYTHING ELSE except for the semicolon-delimited string of speakable phrases, EVER! THIS IS THE MOST IMPORTANT! +''' + +# Remember, the result should be SPEAKABLE, not READABLE, and needs to include ALL WORDS. + + +LLAMA_CARDS_TO_WORDS_PROMPT = ''' +I'll give you a list of Anki cards. Your job is to transform the dictionary entry card into speakable words, card for card, so that it can be passed to a TTS program. +Your job is to transform cards into speakable phrases, separated by semicolons. + +ALWAYS follow these instructions: +- MAKE SURE to output NOTHING ELSE but the result +- MAKE SURE to not forget a single word! Start from the top, and continue onwards to the bottom +- MAKE SURE to output NO EXTRA WORDS to the cards +- Remove any brackets containing words (e.g. (ADJ)), or word separators (e.g aus|steigen -> aussteigen) +- For verbs, include past and past perfect tense (e.g. befinden -> befinden, befand, befunden) +- For adjectives, adverbs, propositions and other words, write down ONLY the words themselves (e.g. dahin -> dahin) +- DO NOT include extra words ANYWHERE EXCEPT FOR IN DECLARED CASES (e.g. DO NOT DO THIS: dahin -> dahin, dorthin. INSTEAD: dahin -> dahin) +- If a plural exists, ALWAYS write down the singular and the plural (e.g. die Werkstatt -en -> die Werkstatt, die Werkstätten) + - Separate plurals (of the same card) ALWAYS with commas, NEVER with semicolons. ALWAYS separate different cards with semicolons. + +For example, given the following input: + +das Taxi -s; die U-Bahn -en; befinden; die Werkstatt -en; mobil (ADJ); dahin + +Output this: +das Taxi, die Taxis; die U-Bahn, die U-Bahnen; befinden, befand, befunden; die Werkstatt, die Werkstätten; mobil; dahin + +Remember, the result should be SPEAKABLE, not READABLE, and needs to include ALL WORDS. +MAKE SURE that you only output according to the given content, NOTHING MORE! DO NOT add any extra text, or change the formatting in any way. +''' + +IMPROVED_CARDS_TO_WORDS_PROMPT = ''' +I'll give you a list of German words and phrases. Your job is to transform them into speakable phrases, word for word, not leaving any out, separated by semicolons, ALWAYS following these rules: + +- Output the singular and plural forms of nouns (e.g., "das Taxi -s" -> "das Taxi, die Taxis"). +- For verbs, include the infinitive, past tense, and past participle (e.g., "scheiden" -> "scheiden, schied, geschieden"). +- Write adjectives and adverbs in their base form only. +- Remove any brackets containing words (e.g. (ADJ), (NUR PL)) +- ALWAYS remove word separators (e.g aus|steigen -> aussteigen) +- Pronouns should be listed in both singular and plural forms where applicable. +- Use commas to separate different forms of the same word, and semicolons to separate different words or phrases. +- Do not add or omit any words; the output should match the input in number and order. +- If a noun does not change form in the plural, write it with both the singular and plural articles to reflect the change in number (e.g., "das Mädchen, -" -> "das Mädchen, die Mädchen"). If a noun only exists in the plural form, write only the plural (e.g., "die Eltern" remains "die Eltern"). +- For words that only have a plural (e.g. Geschwister), just write the plural form (in this case "Die Geschwister") + +Example Input: +das Taxi -s; die U-Bahn -en; befinden; die Werkstatt -en; mobil (ADJ); dahin; Eltern (NUR PL); der Palästinenser, - + +Expected Output: +das Taxi, die Taxis; die U-Bahn, die U-Bahnen; befinden, befand, befunden; die Werkstatt, die Werkstätten; mobil; dahin; die Eltern; der Palästinenser +''' + +# - MAKE SURE that the number and order of output words EQUALS the number and order of input words. This is CRITICALLY IMPORTANT! So DO NOT LEAVE ANYTHING OUT!!! + +# - MAKE SURE to start at the top, and write a place for EVERY word! Do not leave any out. +# - End after the last card has been written out. diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..1f35da0 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,21 @@ +[tool.poetry] +name = "ttsthing" +version = "0.1.0" +description = "" +authors = ["Yandrik "] +readme = "README.md" + +[tool.poetry.dependencies] +python = "3.11.*" +pathlib = "^1.0.1" +openai = "^1.11.1" +tts = "^0.22.0" +torch = "^2.2.0" +pydub = "^0.25.1" +argparse = "^1.4.0" +requests = "^2.31.0" + + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" diff --git a/speaker.wav b/speaker.wav new file mode 100644 index 0000000..234ad06 Binary files /dev/null and b/speaker.wav differ diff --git a/speaker2.wav b/speaker2.wav new file mode 100644 index 0000000..0a95c70 Binary files /dev/null and b/speaker2.wav differ diff --git a/speaker_shorter.wav b/speaker_shorter.wav new file mode 100644 index 0000000..ef0adf6 Binary files /dev/null and b/speaker_shorter.wav differ diff --git a/speech.mp3 b/speech.mp3 new file mode 100644 index 0000000..8e3e52e Binary files /dev/null and b/speech.mp3 differ