A June 27, 2025, Google study has uncovered serious quality issues in three of the most widely used public multilingual ...

Docker environment setup In order to generate the docker image we took the same requirements as in benchmark provided by challenge organizers which depends on Python 3.9.6+, CUDA 11.6 and pytorch 1.13 ...

In conclusion As traditional Data Visualisation and storytelling techniques reach a plateau, DVx offers a compelling new direction for enhancing how we engage with data. DVx pushes us to move beyond ...

Open-Source vs. Cloud-Based Solutions Python speech recognition solutions are primarily categorized into open-source libraries and cloud-based services. Open-source libraries, such as Whisper by ...

This repository contains the code for building a speech recognition model using Long Short-Term Memory (LSTM) networks. The model is trained using MFCC features extracted from audio files and is ...

Emotion recognition from speech signals plays a crucial role in Human-Machine Interaction (HMI), particularly in the development of applications such as affective computing and interactive systems.

Speech emotion recognition is the artificial intelligence version of this ability. Seeking to address the issue of channel alignment in downstream speech emotion recognition applications, a research ...

Due to its numerous uses in industries including human-computer interaction, healthcare, and entertainment, speech emotion recognition (SER) has attracted a lot of interest recently. The use of ...