International Conference on Computer and Knowledge Engineering

Home / 12th International Conference on Computer and Knowledge Engineering

Robat-e-Beheshti: A Persian Wake Word Detection Dataset for Robotic Purposes

Authors :

Parisa Ahmadzadeh Raji¹ Yasser Shekofteh²

1- Faculty of Computer Science and Engineering, Shahid Beheshti University 2- Faculty of Computer Science and Engineering, Shahid Beheshti University

Keywords :

Speech Recognition،Wake Word،Convolutional Neural Network،Dataset،Transfer Learning

Abstract :

In this paper we explain a dataset that we collected for a wake word detection project which works on classifying audio data. The data is audio files in persian language. We collected 5738 audio files with different formats and a maximum length of 3 seconds. Then we changed the formats and their sample rates to the specific one. We have positive and negative examples for our dataset. Different audio recorders were used for recording the audios and most of the data gathered from 187 individuals and the other files collected from open source ShEMO dataset: a large-scale validated database for Persian speech emotion detection. In this paper we explain the process of collecting data, how they are organized in different files and also we explain the data analysis. This dataset will be free for academic usage with official request to us.

List of archived papers

Multi-Fusion Ensemble CNN for Drug–Target Binding Affinity Prediction Using Transformer-Based Molecular and Protein Representations

Betsabeh Tanoori

Driving Violation Detection Using Vehicle Data and Environmental Conditions

Masood Ghasemi - Mahmood Fathy - Mohammad Shahverdy

Attentional Bi-LSTM for Multivariate Time Series Forecasting on Edge Devices: A Case Study on NanoPi Neo Plus2

Navid Hajizadeh - Saeed Yazdani - Sara Ershadi-Nasab

SUT: a new multi-purpose synthetic dataset for Farsi document image analysis

Elham Shabaninia - Fatemeh sadat Eslami - Ali Afkari Fahandari - Hossein Nezamabadi-pour

Novel Insights in Deep Learning for Predicting Climate Phenomena

Mohammad Naisipour - Saghar Ganji - Iraj Saeedpanah - Behnam Mehrakizadeh - Ahmad Reza Labibzadeh

Brain Age Estimation with Twin Vision Transformer using Hippocampus Information Applicable to Alzheimer Dementia Diagnosis

Zahra Qodrati - Seyedeh Masoumeh Taji - Amirhossein Ghaemi - Habibollah Danyali - Kamran Kazemi - Alireza Ghaemi

A Comprehensive Approach to SMS Spam Filtering Integrating Embedded and Statistical Features

Shaghayegh Hosseinpour - Mohammad Reza Keyvanpour

Dynamic Hand Gesture Recognition with 2DCNN-LSTM and Improved Keyframe Extraction

Narjes Heidari - Javid Norouzi - Mohammad Sadegh Helfroush - Habibollah Danyal

Adaptive Pattern Reconstruction Using Linear Regression for Improved TPS Anomaly Detection

Ali Azarsina - Alireza Safarzadeh - MohammadReza Jamali - Abdolhossein Vahabie

Towards Study of Research Topics Evolution in Artificial Intelligence based on Topic Embedding

Seyyed Reza Taher Harikandeh - Sadegh Aliakbary - Soroush Taheri

more

Samin Hamayesh - Version 43.7.0