Traini Raises $7.5 Million to Build Pet Emotional Intelligence

Palo Alto–based pet emotional intelligence startup Traini has announced the completion of a $7.5 million funding round, ...
GitHub

Rethinking Flow and Diffusion Bridge Models for Speech Enhancement

This repository contains the appendix, code, and audio samples for the AAAI 2026 oral paper: Rethinking Flow and Diffusion Bridge Models for Speech Enhancement. Appendix: derivations, additional ...
Scientific Research Publishing

Multimodal Digital Phenotyping for Bipolar Disorder: Robust Mood-State Classification and Early Relapse Risk Monitoring ()

Bipolar Disorder, Digital Phenotyping, Multimodal Learning, Face/Voice/Phone, Mood Classification, Relapse Prediction, T-SNE, Ablation Share and Cite: de Filippis, R. and Al Foysal, A. (2025) ...
IEEE

SiamSpecNet: One-Shot Bearing Fault Diagnosis Using Siamese Networks and Gabor Spectrograms

Abstract: Bearing faults are a leading cause of failure in mechanical systems, underscoring the need for efficient and reliable diagnostic methods. Although deep learning has shown promise in this ...
IEEE

Spectrogram-Based Analysis and Detection of Deepfake Audio Using Enhanced DCGANs for Secure Content Distribution

Abstract: While DCGAN as deep learning model utilizing spectrogram, allows for detection of deepfake audio, it is prone to overfitting which affects its ability to discriminate between real and fake ...
GitHub

Python script to embed visual watermarks directly into audio file spectrograms using STFT.

This tool allows you to take an image and embed it as a visual pattern within the spectrogram of an audio file. The process involves performing a Short-Time Fourier Transform (STFT) on the audio, ...