icefall/egs/aishell/ASR/prepare_aidatatang_200zh.sh
Fangjun Kuang 50d2281524
Add modified transducer loss for AIShell dataset (#219)
* Add modified transducer for aishell.

* Minor fixes.

* Add extra data in transducer training.

The extra data is from http://www.openslr.org/62/

* Update export.py and pretrained.py

* Update CI to install pretrained models with aishell.

* Update results.

* Update results.

* Update README.

* Use symlinks to avoid copies.
2022-03-02 16:02:38 +08:00

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#!/usr/bin/env bash
set -eou pipefail
stage=-1
stop_stage=100
# We assume dl_dir (download dir) contains the following
# directories and files. If not, they will be downloaded
# by this script automatically.
#
# - $dl_dir/aidatatang_200zh
# You can find "corpus" and "transcript" inside it.
# You can download it at
# https://openslr.org/62/
dl_dir=$PWD/download
. shared/parse_options.sh || exit 1
# All files generated by this script are saved in "data".
# You can safely remove "data" and rerun this script to regenerate it.
mkdir -p data
log() {
# This function is from espnet
local fname=${BASH_SOURCE[1]##*/}
echo -e "$(date '+%Y-%m-%d %H:%M:%S') (${fname}:${BASH_LINENO[0]}:${FUNCNAME[1]}) $*"
}
log "dl_dir: $dl_dir"
if [ $stage -le 0 ] && [ $stop_stage -ge 0 ]; then
log "Stage 0: Download data"
if [ ! -f $dl_dir/aidatatang_200zh/transcript/aidatatang_200_zh_transcript.txt ]; then
lhotse download aidatatang-200zh $dl_dir
fi
fi
if [ $stage -le 1 ] && [ $stop_stage -ge 1 ]; then
log "Stage 1: Prepare manifest"
# We assume that you have downloaded the aidatatang_200zh corpus
# to $dl_dir/aidatatang_200zh
if [ ! -f data/manifests/aidatatang_200zh/.manifests.done ]; then
mkdir -p data/manifests/aidatatang_200zh
lhotse prepare aidatatang-200zh $dl_dir data/manifests/aidatatang_200zh
touch data/manifests/aidatatang_200zh/.manifests.done
fi
fi
if [ $stage -le 2 ] && [ $stop_stage -ge 2 ]; then
log "Stage 2: Process aidatatang_200zh"
if [ ! -f data/fbank/aidatatang_200zh/.fbank.done ]; then
mkdir -p data/fbank/aidatatang_200zh
lhotse prepare aidatatang-200zh $dl_dir data/manifests/aidatatang_200zh
touch data/fbank/aidatatang_200zh/.fbank.done
fi
fi