5 citations · 5 across the 4 of their papers we have counts for
4 papers
On the Semantic and Syntactic Information Encoded in Proto-Tokens for One-Step Text Reconstruction
Ivan Bondarenko, Egor Palkin, Fedor Tikunov
Autoregressive large language models (LLMs) generate text token-by-token, requiring n forward passes to produce a sequence of length n. Recent work, Exploring the Latent Capacity o…
Convolutional Variational Autoencoders for Spectrogram Compression in Automatic Speech Recognition
Olga Iakovenko, Ivan Bondarenko
For many Automatic Speech Recognition (ASR) tasks audio features as spectrograms show better results than Mel-frequency Cepstral Coefficients (MFCC), but in practice they are hard…
Algorithms For Automatic Accentuation And Transcription Of Russian Texts In Speech Recognition Systems
Olga Iakovenko, Ivan Bondarenko, Mariya Borovikova +1
This paper presents an overview of rule-based system for automatic accentuation and phonemic transcription of Russian texts for speech connected tasks, such as Automatic Speech Rec…
More layers! End-to-end regression and uncertainty on tabular data with deep learning
Ivan Bondarenko
This paper attempts to analyze the effectiveness of deep learning for tabular data processing. It is believed that decision trees and their ensembles is the leading method in this…