FunASR/funasr/datasets/audio_datasets/jsonl2scp.py
zhifu gao 5023dd0422
Dev gzf llm (#1503)
* update

* update

* update

* update onnx

* update with main (#1492)

* contextual&seaco ONNX export (#1481)

* contextual&seaco ONNX export

* update ContextualEmbedderExport2

* update ContextualEmbedderExport2

* update code

* onnx (#1482)

* qwenaudio qwenaudiochat

* qwenaudio qwenaudiochat

* whisper

* whisper

* llm

* llm

* llm

* llm

* llm

* llm

* llm

* llm

* export onnx

* export onnx

* export onnx

* dingding

* dingding

* llm

* doc

* onnx

* onnx

* onnx

* onnx

* onnx

* onnx

* v1.0.15

* qwenaudio

* qwenaudio

* issue doc

* update

* update

* bugfix

* onnx

* update export calling

* update codes

* remove useless code

* update code

---------

Co-authored-by: zhifu gao <zhifu.gzf@alibaba-inc.com>

* acknowledge

---------

Co-authored-by: Shi Xian <40013335+R1ckShi@users.noreply.github.com>

* update onnx

* update onnx

* train update

* train update

* train update

* train update

---------

Co-authored-by: Shi Xian <40013335+R1ckShi@users.noreply.github.com>
2024-03-15 16:24:29 +08:00

62 lines
1.9 KiB
Python

import os
import json
import torch
import logging
import hydra
from omegaconf import DictConfig, OmegaConf
import concurrent.futures
import librosa
import torch.distributed as dist
def gen_scp_from_jsonl(jsonl_file, data_type_list, wav_scp_file, text_file):
wav_f = open(wav_scp_file, "w")
text_f = open(text_file, "w")
with open(jsonl_file, encoding='utf-8') as fin:
for line in fin:
data = json.loads(line.strip())
prompt = data.get("prompt", "<ASR>")
source = data[data_type_list[0]]
target = data[data_type_list[1]]
source_len = data.get("source_len", 1)
target_len = data.get("target_len", 0)
if "aishell" in source:
target = target.replace(" ", "")
key = data["key"]
wav_f.write(f"{key}\t{source}\n")
wav_f.flush()
text_f.write(f"{key}\t{target}\n")
text_f.flush()
wav_f.close()
text_f.close()
@hydra.main(config_name=None, version_base=None)
def main_hydra(cfg: DictConfig):
kwargs = OmegaConf.to_container(cfg, resolve=True)
scp_file_list = kwargs.get("scp_file_list", ("/Users/zhifu/funasr1.0/test_local/wav.scp", "/Users/zhifu/funasr1.0/test_local/text.txt"))
if isinstance(scp_file_list, str):
scp_file_list = eval(scp_file_list)
data_type_list = kwargs.get("data_type_list", ("source", "target"))
jsonl_file = kwargs.get("jsonl_file_in", "/Users/zhifu/funasr1.0/test_local/audio_datasets.jsonl")
gen_scp_from_jsonl(jsonl_file, data_type_list, *scp_file_list)
"""
python -m funasr.datasets.audio_datasets.json2scp \
++scp_file_list='["/Users/zhifu/funasr1.0/test_local/wav.scp", "/Users/zhifu/funasr1.0/test_local/text.txt"]' \
++data_type_list='["source", "target"]' \
++jsonl_file_in=/Users/zhifu/funasr1.0/test_local/audio_datasets.jsonl
"""
if __name__ == "__main__":
main_hydra()