From 9b4e9cc8a0311e5243d69b73ed073e7ea441982e Mon Sep 17 00:00:00 2001
From: 游雁 <zhifu.gzf@alibaba-inc.com>
Date: 星期三, 27 三月 2024 16:05:29 +0800
Subject: [PATCH] train update
---
funasr/datasets/audio_datasets/index_ds.py | 18 ++++++++++++++++--
1 files changed, 16 insertions(+), 2 deletions(-)
diff --git a/funasr/datasets/audio_datasets/index_ds.py b/funasr/datasets/audio_datasets/index_ds.py
index 008b08f..34f7b4f 100644
--- a/funasr/datasets/audio_datasets/index_ds.py
+++ b/funasr/datasets/audio_datasets/index_ds.py
@@ -1,6 +1,9 @@
+import os
import json
import torch
import logging
+import concurrent.futures
+import librosa
import torch.distributed as dist
from funasr.register import tables
@@ -71,9 +74,19 @@
@tables.register("index_ds_classes", "IndexDSJsonlRankFull")
class IndexDSJsonlRankFull(torch.utils.data.Dataset):
- def __init__(self, path):
+ def __init__(self, path: str, **kwargs):
super().__init__()
+ if isinstance(path, (list, tuple)): # wav.scp, text.txt/text.trans
+ from funasr.datasets.audio_datasets.scp2jsonl import gen_jsonl_from_wav_text_list
+ jsonl_outdir = os.path.dirname(path[0])
+ jsonl_name = "datalist_train.jsonl" if kwargs.get("is_training", True) else "datalist_val.jsonl"
+ jsonl_file_out = os.path.join(jsonl_outdir, jsonl_name)
+ if not os.path.exists(jsonl_file_out):
+ print(f"datalist is: {path}, generate jsonl from it")
+ gen_jsonl_from_wav_text_list(path, jsonl_file_out=jsonl_file_out, **kwargs)
+ path = jsonl_file_out
+
contents = []
with open(path, encoding='utf-8') as fin:
for line in fin:
@@ -86,7 +99,8 @@
target = data["target"]
source_len = data.get("source_len", 1)
target_len = data.get("target_len", 0)
-
+ if "aishell" in source:
+ target = target.replace(" ", "")
contents.append({"source": source,
"prompt": prompt,
"target": target,
--
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