20224aaa302f4c8f724f64f9bd1443758fec0a12,pyannote/audio/embedding/callbacks.py,SpeakerRecognitionValidation,on_epoch_end,#SpeakerRecognitionValidation#Any#Any#,198

Before Change

        test = getattr(self.protocol, method)(yield_name=True)

        fX = {}
        for name, item in itertools.chain(enroll, test):
            if name in fX:
                continue
            embeddings = aggregation.apply(item)
            fX[name] = np.sum(embeddings.data, axis=0)

        // perform trials

        method = "{subset}_keys".format(subset=self.subset)
        keys = getattr(self.protocol, method)()

        enroll_fX = l2_normalize(np.vstack([fX[name] for name in keys.index]))

After Change

            embeddings = aggregation.apply(item)
            return name, np.sum(embeddings.data, axis=0)

        fX = dict(self.pool_.imap_unordered(
            func, itertools.chain(enroll, test)))
        //
        // fX = {}
        // for name, item in itertools.chain(enroll, test):
        //     if name in fX:

Instances