paddleaudio.datasets.tess module

class paddleaudio.datasets.tess.TESS(mode='train', seed=0, n_folds=5, split=1, feat_type='raw', **kwargs)[source]

Bases: AudioClassificationDataset

TESS is a set of 200 target words were spoken in the carrier phrase "Say the word _____' by two actresses (aged 26 and 64 years) and recordings were made of the set portraying each of seven emotions(anger, disgust, fear, happiness, pleasant surprise, sadness, and neutral). There are 2800 stimuli in total.

Reference:: Toronto emotional speech set (TESS) https://doi.org/10.5683/SP2/E8H2MF

Methods

meta_info

alias of META_INFO

archieves = [{'url': 'https://bj.bcebos.com/paddleaudio/datasets/TESS_Toronto_emotional_speech_set.zip', 'md5': '1465311b24d1de704c4c63e4ccc470c7'}]

audio_path = 'TESS_Toronto_emotional_speech_set'

label_list = ['angry', 'disgust', 'fear', 'happy', 'neutral', 'ps', 'sad']

meta_info: alias of META_INFO