MaxRetryError about emotion2vec

[ddlBoJack]

can you try to download the model first and then infer?

[sobek1886]

Can I do that using the modelscope inference pipeline?

This did not work for me

inference_pipeline = pipeline(
    task=Tasks.emotion_recognition,
    model= '/Users/piotr/Projects/speech-emotion-recognition/emotion2vec_plus_large/model.pt')

[Charles-yueyue831]

I have resolved this problem by downloading the emotion2vec model to local. Here's my code.

import os
import numpy as np

from modelscope.pipelines import pipeline
from modelscope.utils.constant import Tasks

mapper = ["angry", "disgust", "fear", "happy", "neutral", "other", "sad", "surprised", "unknown"]

current_directory = os.getcwd()
emotion2vec_path = rf"{current_directory}\emotion2vec"

audio_name = "yuexin"
audio_path = rf"{current_directory}\audio\{audio_name}.wav"

model_path="iic/emotion2vec_base_finetuned"
inference_pipeline = pipeline(
    task=Tasks.emotion_recognition,
    model=emotion2vec_path
)

rec_result = inference_pipeline(audio_path, granularity="utterance", extract_embedding=False)

max_emotion_score = np.argmax(rec_result[0]["scores"])
print(f"emotion: {mapper[max_emotion_score]}\tconfidence: {rec_result[0]['scores'][max_emotion_score]}")