git clone有时没反应，解决方法重新链接服务器
逐行运行install_mfa.sh的命令
pip install --ignore-requires-python git+https://github.com/MontrealCorpusTools/Montreal-Forced-Aligner.git@v2.0.0b3
报错
Error in atexit._run_exitfuncs:
Traceback (most recent call last):
File "/ssd6/other/lihongxi/miniconda3/envs/NAT/lib/python3.7/site-packages/montreal_forced_aligner/command_line/mfa.py", line 72, in history_save_handler
update_command_history(history_data)
File "/ssd6/other/lihongxi/miniconda3/envs/NAT/lib/python3.7/site-packages/montreal_forced_aligner/config/__init__.py", line 43, in update_command_history
with open(path, 'w', encoding='utf8') as f:
FileNotFoundError: [Errno 2] No such file or directory: '/home/lihongxi/Documents/MFA/command_history.yaml'
修改上面的路径即可
运行process
先将工作目录加入到sys.append,不然找不到utils包
缺少g2p_en包 pyloudnorm包 skimage（报错，安装scikit-image）
开始处理数据
mfa过程
Could not find 'fstcompile'. Please ensure that you are in an environment that has the openfst conda package installed, or that the openfst binaries are on your path if you compiled them yourself.
Traceback (most recent call last):
File "data_gen/tts/runs/train_mfa_align.py", line 49, in
train_mfa_align()
File "data_gen/tts/runs/train_mfa_align.py", line 31, in train_mfa_align
subprocess.check_call(f'{env_str} bash mfa_usr/run_mfa_train_align.sh', shell=True)
File "/ssd6/other/lihongxi/miniconda3/envs/NAT/lib/python3.7/subprocess.py", line 328, in check_call
raise CalledProcessError(retcode, cmd)
subprocess.CalledProcessError: Command 'CORPUS=ljspeech NUM_JOB=56 MFA_OUTPUTS=mfa_outputs MFA_INPUTS=mfa_inputs MFA_CMD=train bash mfa_usr/run_mfa_train_align.sh' returned non-zero exit status 1.
(NAT) [lihongxi@gpu89.corp.yodao.com NATSpeech]$ pip install fstcompile
ERROR: Could not find a version that satisfies the requirement fstcompile (from versions: none)
ERROR: No matching distribution found for fstcompile
解决过程：把check_call里assert那句注释掉了
错误 Could not find 'fstcompile'
conda install kaldi就能解决 不用大费周折编译
There was a problem locating libopenblas.so.0. Try installing openblas via system package manager?
conda install -c anaconda libopenblas
conda env config vars set LD_LIBRARY_PATH=$CONDA_PREFIX/lib
解决
训练对齐模型,会缺少openblas,把路径export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$HOME/anaconda3/envs/aligner/lib/
There was a problem with the version of system libraries that Kaldi was linked against. Try compiling Kaldi on your machin
e and collecting the binaries via the `mfa thirdparty kaldi` command.
kaldi包不匹配，大致描述是 mfa thirdparty kaldi
用下面的命令重装mfa和kaldi
conda install -c conda-forge montreal-forced-aligner
最后python版本不兼容
conda install -n python==3.10 NAT 换成3.10
可以运行conda install -c conda-forge montreal-forced-aligner
少textgrid pip安装
二值化
pip install resemblyzer pyloudnorm scikit-image pycwt praat-parselmouth
rning: Pass sr=22050, n_fft=1024, n_mels=80, fmin=80, f
max=7600 as keyword args. From version 0.10 passing these as po
训练
pandas g2p_en
