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Add Debatts Some Code
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# Debatts - Mandarin Debate TTS Model | ||
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## Introduction | ||
Debatts is an advanced text-to-speech (TTS) model specifically designed for Mandarin debate contexts. This innovative model leverages short audio prompts to learn and replicate speaker characteristics while dynamically adjusting speaking style by analyzing the audio of debate opponents. This capability allows Debatts to integrate seamlessly into debate scenarios, offering not just speech synthesis but a responsive adaptation to the changing dynamics of debate interactions. | ||
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## Environment Setup | ||
To set up the necessary environment to run Debatts, please use the provided `environment.yml` file. This file contains all the required dependencies and can be easily set up with the following Conda command: | ||
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```bash | ||
conda env create -f environment.yml | ||
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## Continuous Updates | ||
The Debatts project is actively being developed, with continuous updates aimed at enhancing model performance and expanding features. We encourage users to regularly check our repository for the latest updates and improvements to ensure optimal functionality and to take advantage of new capabilities as they become available. |
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name: debatts | ||
channels: | ||
- pytorch | ||
- nvidia | ||
- https://repo.anaconda.com/pkgs/main | ||
- conda-forge | ||
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/msys2 | ||
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/r | ||
- https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main | ||
- defaults | ||
dependencies: | ||
- _libgcc_mutex=0.1=main | ||
- _openmp_mutex=5.1=1_gnu | ||
- asttokens=2.4.1=pyhd8ed1ab_0 | ||
- backcall=0.2.0=pyh9f0ad1d_0 | ||
- blas=1.0=mkl | ||
- brotli-python=1.0.9=py39h6a678d5_8 | ||
- bzip2=1.0.8=h7f98852_4 | ||
- ca-certificates=2024.7.4=hbcca054_0 | ||
- certifi=2024.7.4=pyhd8ed1ab_0 | ||
- charset-normalizer=3.3.2=pyhd8ed1ab_0 | ||
- comm=0.2.2=pyhd8ed1ab_0 | ||
- cuda-cudart=12.1.105=0 | ||
- cuda-cupti=12.1.105=0 | ||
- cuda-libraries=12.1.0=0 | ||
- cuda-nvrtc=12.1.105=0 | ||
- cuda-nvtx=12.1.105=0 | ||
- cuda-opencl=12.5.39=0 | ||
- cuda-runtime=12.1.0=0 | ||
- cuda-version=12.5=3 | ||
- debugpy=1.6.7=py39h6a678d5_0 | ||
- decorator=5.1.1=pyhd8ed1ab_0 | ||
- entrypoints=0.4=pyhd8ed1ab_0 | ||
- executing=2.0.1=pyhd8ed1ab_0 | ||
- ffmpeg=4.2.2=h20bf706_0 | ||
- filelock=3.15.4=pyhd8ed1ab_0 | ||
- freetype=2.10.4=h0708190_1 | ||
- gmp=6.1.2=hf484d3e_1000 | ||
- gmpy2=2.1.2=py39heeb90bb_0 | ||
- gnutls=3.6.15=he1e5248_0 | ||
- idna=3.7=py39h06a4308_0 | ||
- intel-openmp=2023.1.0=hdb19cb5_46306 | ||
- ipykernel=6.29.4=pyh3099207_0 | ||
- ipython=8.12.0=pyh41d4057_0 | ||
- jedi=0.19.1=pyhd8ed1ab_0 | ||
- jinja2=3.1.4=py39h06a4308_0 | ||
- jpeg=9e=h5eee18b_1 | ||
- jupyter_client=7.3.4=pyhd8ed1ab_0 | ||
- jupyter_core=5.7.2=py39hf3d152e_0 | ||
- lame=3.100=h7f98852_1001 | ||
- lcms2=2.12=h3be6417_0 | ||
- ld_impl_linux-64=2.38=h1181459_1 | ||
- lerc=3.0=h295c915_0 | ||
- libcublas=12.1.0.26=0 | ||
- libcufft=11.0.2.4=0 | ||
- libcufile=1.10.0.4=0 | ||
- libcurand=10.3.6.39=0 | ||
- libcusolver=11.4.4.55=0 | ||
- libcusparse=12.0.2.55=0 | ||
- libdeflate=1.17=h5eee18b_1 | ||
- libffi=3.4.4=h6a678d5_1 | ||
- libgcc-ng=11.2.0=h1234567_1 | ||
- libgomp=11.2.0=h1234567_1 | ||
- libidn2=2.3.4=h5eee18b_0 | ||
- libjpeg-turbo=2.0.0=h9bf148f_0 | ||
- libnpp=12.0.2.50=0 | ||
- libnvjitlink=12.1.105=0 | ||
- libnvjpeg=12.1.1.14=0 | ||
- libopus=1.3.1=h7f98852_1 | ||
- libpng=1.6.39=h5eee18b_0 | ||
- libsodium=1.0.18=h36c2ea0_1 | ||
- libstdcxx-ng=11.2.0=h1234567_1 | ||
- libtasn1=4.19.0=h5eee18b_0 | ||
- libtiff=4.5.1=h6a678d5_0 | ||
- libunistring=0.9.10=h7f98852_0 | ||
- libvpx=1.7.0=h439df22_0 | ||
- libwebp-base=1.3.2=h5eee18b_0 | ||
- llvm-openmp=14.0.6=h9e868ea_0 | ||
- lz4-c=1.9.4=h6a678d5_1 | ||
- markupsafe=2.1.1=py39hb9d737c_1 | ||
- matplotlib-inline=0.1.7=pyhd8ed1ab_0 | ||
- mkl=2023.1.0=h213fc3f_46344 | ||
- mkl-service=2.4.0=py39h5eee18b_1 | ||
- mkl_fft=1.3.8=py39h5eee18b_0 | ||
- mkl_random=1.2.4=py39hdb19cb5_0 | ||
- mpc=1.1.0=h10f8cd9_1 | ||
- mpfr=4.0.2=hb69a4c5_1 | ||
- mpmath=1.3.0=py39h06a4308_0 | ||
- ncurses=6.4=h6a678d5_0 | ||
- nest-asyncio=1.6.0=pyhd8ed1ab_0 | ||
- nettle=3.7.3=hbbd107a_1 | ||
- networkx=3.2.1=py39h06a4308_0 | ||
- numpy-base=1.26.4=py39hb5e798b_0 | ||
- openh264=2.1.1=h4ff587b_0 | ||
- openjpeg=2.4.0=h3ad879b_0 | ||
- openssl=1.1.1w=h7f8727e_0 | ||
- packaging=24.1=pyhd8ed1ab_0 | ||
- parso=0.8.4=pyhd8ed1ab_0 | ||
- pexpect=4.9.0=pyhd8ed1ab_0 | ||
- pickleshare=0.7.5=py_1003 | ||
- pillow=10.3.0=py39h5eee18b_0 | ||
- platformdirs=4.2.2=pyhd8ed1ab_0 | ||
- prompt-toolkit=3.0.47=pyha770c72_0 | ||
- prompt_toolkit=3.0.47=hd8ed1ab_0 | ||
- psutil=5.9.1=py39hb9d737c_0 | ||
- ptyprocess=0.7.0=pyhd3deb0d_0 | ||
- pure_eval=0.2.2=pyhd8ed1ab_0 | ||
- pygments=2.18.0=pyhd8ed1ab_0 | ||
- pysocks=1.7.1=py39h06a4308_0 | ||
- python=3.9.15=h7a1cb2a_2 | ||
- python-dateutil=2.9.0=pyhd8ed1ab_0 | ||
- python_abi=3.9=2_cp39 | ||
- pytorch=2.3.1=py3.9_cuda12.1_cudnn8.9.2_0 | ||
- pytorch-cuda=12.1=ha16c6d3_5 | ||
- pytorch-mutex=1.0=cuda | ||
- pyyaml=6.0.1=py39h5eee18b_0 | ||
- pyzmq=25.1.2=py39h6a678d5_0 | ||
- readline=8.2=h5eee18b_0 | ||
- requests=2.32.3=pyhd8ed1ab_0 | ||
- six=1.16.0=pyh6c4a22f_0 | ||
- sqlite=3.45.3=h5eee18b_0 | ||
- stack_data=0.6.2=pyhd8ed1ab_0 | ||
- sympy=1.12.1=pyh04b8f61_3 | ||
- tbb=2021.8.0=hdb19cb5_0 | ||
- tk=8.6.14=h39e8969_0 | ||
- torchtriton=2.3.1=py39 | ||
- torchvision=0.18.1=py39_cu121 | ||
- tornado=6.1=py39hb9d737c_3 | ||
- traitlets=5.14.3=pyhd8ed1ab_0 | ||
- typing_extensions=4.11.0=py39h06a4308_0 | ||
- urllib3=2.2.2=py39h06a4308_0 | ||
- wcwidth=0.2.13=pyhd8ed1ab_0 | ||
- wheel=0.43.0=py39h06a4308_0 | ||
- x264=1!157.20191217=h7b6447c_0 | ||
- xz=5.4.6=h5eee18b_1 | ||
- yaml=0.2.5=h7b6447c_0 | ||
- zeromq=4.3.5=h6a678d5_0 | ||
- zlib=1.2.13=h5eee18b_1 | ||
- zstd=1.5.5=hc292b87_2 | ||
- pip: | ||
- absl-py==2.1.0 | ||
- accelerate==0.24.1 | ||
- aiohttp==3.9.5 | ||
- aiosignal==1.3.1 | ||
- aliyun-python-sdk-core==2.15.1 | ||
- aliyun-python-sdk-kms==2.16.3 | ||
- antlr4-python3-runtime==4.9.3 | ||
- argparse==1.4.0 | ||
- asteroid==0.7.0 | ||
- asteroid-filterbanks==0.4.0 | ||
- async-timeout==4.0.3 | ||
- attrs==23.2.0 | ||
- audiomentations==0.36.0 | ||
- babel==2.15.0 | ||
- bitarray==2.9.2 | ||
- black==24.1.1 | ||
- braceexpand==0.1.7 | ||
- cached-property==1.5.2 | ||
- cffi==1.16.0 | ||
- click==8.1.7 | ||
- cn2an==0.5.22 | ||
- colorama==0.4.6 | ||
- coloredlogs==15.0.1 | ||
- contourpy==1.2.1 | ||
- crcmod==1.7 | ||
- cryptography==43.0.0 | ||
- cycler==0.12.1 | ||
- cython==3.0.10 | ||
- cytoolz==0.12.3 | ||
- datasets==2.20.0 | ||
- diffsptk==2.1.0 | ||
- diffusers==0.29.2 | ||
- dill==0.3.8 | ||
- distance==0.1.3 | ||
- docker-pycreds==0.4.0 | ||
- easydict==1.13 | ||
- editdistance==0.8.1 | ||
- einops==0.8.0 | ||
- encodec==0.1.1 | ||
- evaluate==0.4.2 | ||
- fairseq==0.12.2 | ||
- fastdtw==0.3.4 | ||
- ffmpeg-python==0.2.0 | ||
- flatbuffers==24.3.25 | ||
- fonttools==4.53.1 | ||
- frechet-audio-distance==0.3.1 | ||
- frozenlist==1.4.1 | ||
- fsspec==2024.5.0 | ||
- ftfy==6.2.0 | ||
- funasr==1.1.4 | ||
- future==1.0.0 | ||
- g2p-en==2.1.0 | ||
- gitdb==4.0.11 | ||
- gitpython==3.1.43 | ||
- grpcio==1.64.1 | ||
- h5py==3.11.0 | ||
- huggingface-hub==0.23.4 | ||
- humanfriendly==10.0 | ||
- hydra-core==1.3.2 | ||
- importlib-metadata==8.0.0 | ||
- importlib-resources==6.4.0 | ||
- inflect==7.3.1 | ||
- intervaltree==3.1.0 | ||
- jaconv==0.4.0 | ||
- jamo==0.4.1 | ||
- jieba==0.42.1 | ||
- jiwer==3.0.4 | ||
- jmespath==0.10.0 | ||
- joblib==1.4.2 | ||
- json5==0.9.25 | ||
- jsonschema==4.22.0 | ||
- jsonschema-specifications==2023.12.1 | ||
- julius==0.2.7 | ||
- kaldiio==2.18.0 | ||
- kiwisolver==1.4.5 | ||
- laion-clap==1.1.2 | ||
- lazy-loader==0.4 | ||
- lhotse==1.25.0.dev0+git.da4d70d.clean | ||
- librosa==0.10.2.post1 | ||
- lightning-utilities==0.11.3.post0 | ||
- lilcom==1.8.0 | ||
- llvmlite==0.43.0 | ||
- loguru==0.7.2 | ||
- lxml==5.2.2 | ||
- markdown==3.6 | ||
- matplotlib==3.9.1 | ||
- mir-eval==0.7 | ||
- modelscope==1.17.1 | ||
- modules==1.0.0 | ||
- more-itertools==10.3.0 | ||
- msgpack==1.0.8 | ||
- multidict==6.0.5 | ||
- multiprocess==0.70.16 | ||
- mypy-extensions==1.0.0 | ||
- nltk==3.8.1 | ||
- nnaudio==0.3.3 | ||
- noisereduce==3.0.2 | ||
- npy-append-array==0.9.16 | ||
- numba==0.60.0 | ||
- numpy==1.23.4 | ||
- omegaconf==2.3.0 | ||
- onnxruntime==1.19.0 | ||
- openai-whisper==20231117 | ||
- oss2==2.18.6 | ||
- pandas==2.2.2 | ||
- pathspec==0.12.1 | ||
- pb-bss-eval==0.0.2 | ||
- pedalboard==0.9.9 | ||
- pesq==0.0.4 | ||
- pip==24.2 | ||
- pooch==1.8.2 | ||
- portalocker==2.10.0 | ||
- praat-parselmouth==0.4.3 | ||
- proces==0.1.7 | ||
- progressbar==2.5 | ||
- protobuf==4.25.3 | ||
- ptwt==0.1.9 | ||
- pyarrow==16.1.0 | ||
- pyarrow-hotfix==0.6 | ||
- pycparser==2.22 | ||
- pycryptodome==3.20.0 | ||
- pydub==0.25.1 | ||
- pymcd==0.2.1 | ||
- pynndescent==0.5.13 | ||
- pyparsing==3.1.2 | ||
- pypesq==1.2.4 | ||
- pypinyin==0.48.0 | ||
- pysptk==1.0.1 | ||
- pystoi==0.4.1 | ||
- pytorch-lightning==2.3.2 | ||
- pytorch-ranger==0.1.1 | ||
- pytorch-wpe==0.0.1 | ||
- pytz==2024.1 | ||
- pywavelets==1.6.0 | ||
- pyworld==0.3.4 | ||
- rapidfuzz==3.9.6 | ||
- referencing==0.35.1 | ||
- regex==2024.5.15 | ||
- resampy==0.4.3 | ||
- resemblyzer==0.1.4 | ||
- rir-generator==0.2.0 | ||
- rpds-py==0.18.1 | ||
- ruamel-yaml==0.18.6 | ||
- ruamel-yaml-clib==0.2.8 | ||
- sacrebleu==2.4.2 | ||
- safetensors==0.4.3 | ||
- scikit-learn==1.5.1 | ||
- scipy==1.10.1 | ||
- semantic-version==2.10.0 | ||
- sentencepiece==0.2.0 | ||
- sentry-sdk==2.8.0 | ||
- setproctitle==1.3.3 | ||
- setuptools==70.3.0 | ||
- setuptools-rust==1.9.0 | ||
- smmap==5.0.1 | ||
- sortedcontainers==2.4.0 | ||
- soundfile==0.12.1 | ||
- soxr==0.3.7 | ||
- tabulate==0.9.0 | ||
- tensorboard==2.17.0 | ||
- tensorboard-data-server==0.7.2 | ||
- tensorboardx==2.6.2.2 | ||
- tgt==1.5 | ||
- threadpoolctl==3.5.0 | ||
- tiktoken==0.7.0 | ||
- timm==1.0.8 | ||
- tokenizers==0.19.1 | ||
- tomli==2.0.1 | ||
- toolz==0.12.1 | ||
- torch-complex==0.4.4 | ||
- torch-optimizer==0.1.0 | ||
- torch-stoi==0.2.1 | ||
- torchaudio==2.3.1 | ||
- torchcomp==0.1.1 | ||
- torchcrepe==0.0.23 | ||
- torchlibrosa==0.1.0 | ||
- torchlpc==0.4 | ||
- torchmetrics==0.11.4 | ||
- tqdm==4.66.4 | ||
- transformers==4.44.0 | ||
- trash-cli==0.24.5.26 | ||
- typeguard==4.3.0 | ||
- typing==3.7.4.3 | ||
- tzdata==2024.1 | ||
- umap-learn==0.5.6 | ||
- unidecode==1.3.8 | ||
- vector-quantize-pytorch==1.12.5 | ||
- wandb==0.17.4 | ||
- webdataset==0.2.86 | ||
- webrtcvad==2.0.10 | ||
- werkzeug==3.0.3 | ||
- wget==3.2 | ||
- xxhash==3.4.1 | ||
- yarl==1.9.4 | ||
- zhconv==1.4.3 | ||
- zhon==2.0.2 | ||
- zipp==3.19.2 |
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Please use a simple env.sh file, you can follow https://github.com/open-mmlab/Amphion/blob/main/models/tts/maskgct/env.sh