encoder-decoder
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Last Saturday, our AI Lab Researcher Indrajit Singh presented an exhaustive webinar on Transformers, which are used in NLP. Introduction To combine the advantages from both CNNs and RNNs, [Vaswani et al., 2017] designed a novel architecture using the attention mechanism. This architecture, which is called as Transformer, achieves parallelization by […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #AlwaysUpskilling Last Saturday 2 May 2020, our AI Lab Researcher Indrajit Singh presented a fabulous session on “Sequence to Sequence Learning and Attention in Neural Networks“. Sequence to Sequence Model :- Sequence-to-sequence learning (Seq2Seq) is about training models to convert sequences from one domain (e.g. sentences in English) to sequences in another […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars Last Saturday (11th Jan 2020), CellStrat AI Lab Team Lead Indrajit Singh presented a superb workshop on “Text-2-speech (TTS) protocol using Tacotron and Tacotron 2” algorithm. Here is a summary of the Tacotron algorithm :- For a fan of the Marvel Cinematic Universe, the voice of J.A.R.V.I.S, the AI managing Tony Stark’s […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars Last Saturday, we had amazing presentations by some of our AI Lab members. First Shreyas S K presented an extensive and superb presentation on Anti-Money Laundering with help of Machine Learning. Money Laundering refers to taking advantages of banking system and perpetrating fraudulent transactions for unauthorized gains. Machine Learning algorithms like Logistic […]
#CellStratAILab #disrupt4.0 #WeCreateAISuperstars Last Saturday, our AI Lab Team Leads Abdul Azeez and Indrajit Singh conducted a superb workshop on developing Question-Answer systems (QAS) with Natural Language Processing or NLP. The Question and Answering systems are going to change the world. Understanding human language interactively, accurately and faster is the need of the century. There […]