# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import numpy as np
from logs import LOGGER

from paddlespeech.cli.vector import VectorExecutor

vector_executor = VectorExecutor()


def get_audio_embedding(path):
    """
    Use vpr_inference to generate embedding of audio
    """
    try:
        embedding = vector_executor(
            audio_file=path, model='ecapatdnn_voxceleb12')
        embedding = embedding / np.linalg.norm(embedding)
        embedding = embedding.tolist()
        return embedding
    except Exception as e:
        LOGGER.error(f"Error with embedding:{e}")
        return None