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.
no code implementations • 12 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
no code implementations • 22 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.
1 code implementation • 25 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) +5
no code implementations • 20 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.
1 code implementation • 11 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
no code implementations • 12 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.
no code implementations • 28 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.
no code implementations • 18 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.