- Librispeechという約60GBぐらいの音声データセットを
- webdatasetという形式に変換して
- Disk I/Oを効率化する
アバウトな測定結果
| A Bayesian Permutation training deep representation learning method for speech enhancement with variational autoencoder http://arxiv.org/abs/2201.09875v1 | |
| A COMPARISON OF DISCRETE AND SOFT SPEECH UNITS FOR IMPROVED VOICE CONVERSION http://arxiv.org/abs/2111.02392v1 | |
| A Configurable Multilingual Model is All You Need to Recognize All Languages http://arxiv.org/abs/2107.05876v1 | |
| A Framework for Private Communication with Secret Block Structure http://arxiv.org/abs/2110.04345v1 | |
| A GENERAL FRAMEWORK FOR DISTRIBUTED INFERENCE WITH UNCERTAIN MODELS http://arxiv.org/abs/2011.10669v1 | |
| A GENERALIZED HIERARCHICAL NONNEGATIVE TENSOR DECOMPOSITION http://arxiv.org/abs/2109.14820v2 | |
| A likelihood ratio based domain adaptation method for E2E models http://arxiv.org/abs/2201.03655v1 | |
| A Maximal Correlation Approach to Imposing Fairness in Machine Learning http://arxiv.org/abs/2012.15259v1 | |
| A METHOD TO REVEAL SPEAKER IDENTITY IN DISTRIBUTED ASR TRAINING, AND HOW TO COUNTER IT http://arxiv.org/abs/2104.07815v1 | |
| A NEW DATA AUGMENTATION ME |
| FROM nvcr.io/nvidia/cuda:11.6.2-cudnn8-devel-ubuntu20.04 | |
| RUN apt-get update && \ | |
| apt-get -y install python3 python3-pip && \ | |
| apt-get clean && \ | |
| rm -rf /var/lib/apt/lists/* | |
| RUN python3 -m pip install jax[cuda] flax -f https://storage.googleapis.com/jax-releases/jax_releases.html | |
| RUN python3 -m pip install tensorflow tensorflow_datasets wandb hydra-core |
| FROM nvcr.io/nvidia/cuda:11.6.2-runtime-ubuntu20.04 | |
| RUN apt-get update && \ | |
| apt-get -y install python3 python3-pip && \ | |
| apt-get clean && \ | |
| rm -rf /var/lib/apt/lists/* | |
| RUN python3 -m pip install jax[cuda] flax -f https://storage.googleapis.com/jax-releases/jax_releases.html | |
| ENTRYPOINT [ "python3" ] |
| FROM node:current-alpine3.15 | |
| RUN apk --no-cache add git | |
| RUN git clone https://github.com/lojban/ilmentufa.git | |
| WORKDIR /ilmentufa | |
| RUN rm package-lock.json | |
| RUN npm install |
| # generate fractional Brownian motion (fBM) | |
| # reference: https://thebookofshaders.com/13 by Patricio Gonzalez Vivo | |
| using LinearAlgebra | |
| using Images, FileIO | |
| function fract(x) | |
| x - floor(x) | |
| end |
| # Julia implementation of [rVAD](https://www.sciencedirect.com/science/article/abs/pii/S0885230819300920). | |
| # This implementation is based on [the official Python implementation](https://github.com/zhenghuatan/rVAD/blob/master/rVADfast_py_2.0/rVAD_fast.py) | |
| # and the original license is [here](https://github.com/zhenghuatan/rVAD/blob/master/rVADfast_py_2.0/LICENSE). | |
| using Base.Iterators: partition | |
| using DSP, WAV | |
| function loadwav(path) | |
| xs, fs = wavread(path) | |
| xs = reshape(sum(xs, dims=2)./size(xs, 2), :) # make mono |
| FROM kalilinux/kali | |
| ARG OVPN_CONF | |
| ENV DEBIAN_FRONTEND noninteractive | |
| RUN apt-get update && apt-get install kali-linux-default -yqq -o Dpkg::Options::="--force-confdef" -o Dpkg::Options::="--force-confold" | |
| COPY ./entrypoint.sh / | |
| COPY ${OVPN_CONF} / |
GitHub上にあって最近でもメンテナンスされてそうなもの中心。Linuxで動くことが最優先。
エミュレータ。基本みんなこれ。
| def cycle(iterable): | |
| it = iter(iterable) | |
| while True: | |
| try: | |
| yield next(it) | |
| except StopIteration: | |
| it = iter(iterable) | |
| continue |