Emo2Vec限定选择的情感类别 (#1730)

gaochangfeng

2024-05-15 2f7dcbad90e82e964ab381ad63ff5109dd92327d

Emo2Vec限定选择的情感类别 (#1730)

* 限定选择的情感类别

* 使用none来禁用情感标签输出

* 修改输出接口

* 使用unuse来禁用token

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Co-authored-by: 常材 <gaochangfeng.gcf@alibaba-inc.com>

 funasr/models/emotion2vec/model.py

@@ -249,10 +249,17 @@
            if self.proj:
                x = x.mean(dim=1)
                x = self.proj(x)
                for idx, lab in enumerate(labels):
                    x[:,idx] = -np.inf if lab.startswith("unuse") else x[:,idx]
                x = torch.softmax(x, dim=-1)
                scores = x[0].tolist()

            result_i = {"key": key[i], "labels": labels, "scores": scores}
            select_label = [lb for lb in labels if not lb.startswith("unuse")]
            select_score = [scores[idx] for idx, lb in enumerate(labels) if not lb.startswith("unuse")]

            # result_i = {"key": key[i], "labels": labels, "scores": scores}
            result_i = {"key": key[i], "labels": select_label, "scores": select_score}

            if extract_embedding:
                result_i["feats"] = feats
            results.append(result_i)