Search Results for author: Ajinkya Kulkarni

Found 9 papers, 3 papers with code

GECko+: a Grammatical and Discourse Error Correction Tool

1 code implementation JEP/TALN/RECITAL 2021 Eduardo Calò, Léo Jacqmin, Thibo Rosemplatt, Maxime Amblard, Miguel Couceiro, Ajinkya Kulkarni

GECko+ : a Grammatical and Discourse Error Correction Tool We introduce GECko+, a web-based writing assistance tool for English that corrects errors both at the sentence and at the discourse level.

Sentence Sentence Ordering

The Balancing Act: Unmasking and Alleviating ASR Biases in Portuguese

no code implementations12 Feb 2024 Ajinkya Kulkarni, Anna Tokareva, Rameez Qureshi, Miguel Couceiro

In the field of spoken language understanding, systems like Whisper and Multilingual Massive Speech (MMS) have shown state-of-the-art performances.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

Training Convolutional Neural Networks with the Forward-Forward algorithm

no code implementations22 Dec 2023 Riccardo Scodellaro, Ajinkya Kulkarni, Frauke Alves, Matthias Schröter

The training of these CNNs, and in fact of all deep neural network architectures, uses the backpropagation algorithm where the output of the network is compared with the desired result and the difference is then used to tune the weights of the network towards the desired outcome.

ArTST: Arabic Text and Speech Transformer

1 code implementation25 Oct 2023 Hawau Olamide Toyin, Amirbek Djanibekov, Ajinkya Kulkarni, Hanan Aldarmaki

We present ArTST, a pre-trained Arabic text and speech transformer for supporting open-source speech technologies for the Arabic language.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4

Yet Another Model for Arabic Dialect Identification

no code implementations20 Oct 2023 Ajinkya Kulkarni, Hanan Aldarmaki

We explore two architectural variations: ResNet and ECAPA-TDNN, coupled with two types of acoustic features: MFCCs and features exratected from the pre-trained self-supervised model UniSpeech-SAT Large, as well as a fusion of all four variants.

Dialect Identification

Adapting the adapters for code-switching in multilingual ASR

1 code implementation11 Oct 2023 Atharva Kulkarni, Ajinkya Kulkarni, Miguel Couceiro, Hanan Aldarmaki

Recently, large pre-trained multilingual speech models have shown potential in scaling Automatic Speech Recognition (ASR) to many low-resource languages.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Another Generic Setting for Entity Resolution: Basic Theory

no code implementations12 Mar 2023 Xiuzhan Guo, Arthur Berrill, Ajinkya Kulkarni, Kostya Belezko, Min Luo

They treated the functions for matching and merging entity records as black-boxes and introduced four important properties that enable efficient generic ER algorithms.

Entity Resolution

ClArTTS: An Open-Source Classical Arabic Text-to-Speech Corpus

no code implementations28 Feb 2023 Ajinkya Kulkarni, Atharva Kulkarni, Sara Abedalmonem Mohammad Shatnawi, Hanan Aldarmaki

In a move towards filling this gap in resources, we present a speech corpus for Classical Arabic Text-to-Speech (ClArTTS) to support the development of end-to-end TTS systems for Arabic.

Speech Synthesis

Merging Ontologies Algebraically

no code implementations18 Aug 2022 Xiuzhan Guo, Arthur Berrill, Ajinkya Kulkarni, Kostya Belezko, Min Luo

Ontology operations, e. g., aligning and merging, were studied and implemented extensively in different settings, such as, categorical operations, relation algebras, typed graph grammars, with different concerns.

Cannot find the paper you are looking for? You can Submit a new open access paper.