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#FROM nvidia/cuda:11.0-base
FROM kaldiasr/kaldi:gpu-latest
WORKDIR /opt
ENV VIDEO_DIR=/mnt/video
ENV AUDIO_DIR=/mnt/video/audio
COPY requirements.txt /opt
#COPY batch_lid /opt/batch_lid
#COPY batch_did /opt/batch_did
#COPY diarization /opt/diarization
#COPY scripts /opt/scripts
RUN mkdir -p /opt/scripts
COPY asr_kaldichain /opt/scripts/asr_kaldichain
COPY gender_detection /opt/scripts/gender_detection
#COPY source_separation /opt/scripts/source_separation
COPY speaker_diarization /opt/scripts/speaker_diarization
COPY speech_segmentation /opt/scripts/speech_segmentation
COPY synthetic_detection /opt/scripts/synthetic_detection
COPY SpeakerRec /opt/scripts/SpeakerRec
COPY language_id /opt/scripts/language_id
COPY accent_id /opt/scripts/accent_id
COPY topic_detection /opt/scripts/topic_detection
COPY generate_kaldi_file.py /opt/scripts
COPY sample_dataset /opt/sample_dataset
COPY spleeter /opt/spleeter
RUN ln -s /opt/spleeter /opt/scripts/source_separation
RUN mkdir -p /opt/scripts/source_separation/output && mkdir -p /opt/scripts/speech_segmentation/output
RUN apt-get update && \
DEBIAN_FRONTEND="noninteractive" apt-get install -y --no-install-recommends \
build-essential \
software-properties-common \
gstreamer1.0-plugins-bad \
gstreamer1.0-plugins-base \
gstreamer1.0-plugins-good \
gstreamer1.0-pulseaudio \
gstreamer1.0-plugins-ugly \
gstreamer1.0-tools \
libgstreamer1.0-dev \
curl \
python2.7 \
# python-pip \
python-yaml \
# libcairo2-dev \
libgirepository1.0-dev \
# python-gi-cairo \
libjansson4 \
ffmpeg \
sox \
unzip \
wget \
gfortran \
subversion \
git \
vim \
psmisc \
libsndfile-dev \
supervisor \
flac && \
add-apt-repository -y ppa:deadsnakes/ppa && \
apt-get update && \
DEBIAN_FRONTEND="noninteractive" apt-get install -y --no-install-recommends \
python3.8 python3.8-dev python3.8-distutils python3.8-venv && \
ln -fs /usr/bin/python3.8 /usr/bin/python3 && \
ln -fs /usr/bin/python2.7 /usr/bin/python && \
rm -rf /var/lib/apt/lists/* && \
curl https://bootstrap.pypa.io/get-pip.py -o /tmp/get-pip.py && \
python3 /tmp/get-pip.py && \
python3 -m pip install setuptools && \
python3 -m pip install wheel && \
# PYGOBJECT_WITHOUT_PYCAIRO=1 python3 -m pip install --no-build-isolation --no-use-pep517 PyGObject==3.36.0 && \
python3 -m pip install -r requirements.txt && \
python3 -m pip install speechbrain sklearn xgboost
#RUN cd /opt/spleeter && poetry update && poetry install
RUN cd /opt && git clone https://github.com/ghuawhu/end-to-end-synthetic-speech-detection.git && \
/bin/bash -c "virtualenv -p python3 inaSpeechSegEnv && \
source inaSpeechSegEnv/bin/activate && \
python3 -m pip install tensorflow-gpu && \
python3 -m pip install tensorflow && \
python3 -m pip install inaSpeechSegmenter && \
deactivate" && \
chmod -R 777 ./scripts
#cd /opt && git clone https://github.com/google/uis-rnn && \
#RUN /bin/bash -c "virtualenv -p python3 inaSpeechSegEnv && \
# source inaSpeechSegEnv/bin/activate && \
# python3 -m pip install tensorflow-gpu && \
# python3 -m pip install tensorflow && \
# python3 -m pip install inaSpeechSegmenter && \
# deactivate"