Large-scale prosodic analyses of French words and phrases 

Get Complete Project Material File(s) Now! » Workshop of “Modeling pronunciation variation for ASR” Strik and Cucchiarini reviewed the workshop in [1998] and also gave an overview of the literature on modeling pronunciation variation for ASR in [Strik and Cucchiarini,...

Decomposing the acoustic and linguistic modeling

Get Complete Project Material File(s) Now! » Confusability: an ASR error analysis Work on pronunciation modeling for automatic speech recognition systems has had mixed results in the past; one likely reason for poor performance is the increased confusability in the...

Improving Alignment with Discriminative Learning Techniques for Statistical Machine Translation 

Get Complete Project Material File(s) Now! » Asymmetric One-to-Many Methods A first family of word alignment models recasts the problem as a sequence labeling task.Each target2 word ej is labeled with a source position i ∈ N. We denote such...

Links with Domain Adaptation and Transfer Learning

Get Complete Project Material File(s) Now! » Theoretical challenges Classical machine learning systems not only suffer from time and memory constraints, their theoretical foundation is also shaken. Most supervised learning systems rely on the assumption that the training examples are...

Explorations in Cross-lingual Contextual Word Embedding Learning 

Get Complete Project Material File(s) Now! » A brief history about the terminology “word embedding” The roots of word embeddings can be traced back to the 1950s when the distributional hypothesis, of which the underlying idea is that “a word...

Output Subword-based representations for language modeling 

Get Complete Project Material File(s) Now! » The computational bottleneck The main limitation of neural networks language models is their expensive computational cost. This was already pointed out by Bengio et al. (2003). Schwenk and Gauvain (2004) provide, for the...

Heterogeneity in parsing: monolingual and cross-lingual issues 

Get Complete Project Material File(s) Now! » Improving the classifiers: from the averaged perceptron to Stack-LSTMs Since Collins and Roark (2004), the main classifier used to predict transitions in parsing has been the averaged multi-class perceptron. The multi-class perceptron is...

Dagger: Digging for Interesting Aggregates in RDF Graphs

Get Complete Project Material File(s) Now! » Research environment We describe below the research environment of the internship: the Cedar team of Inria. Inria Inria, the French Institute for Research in Computer Science and Automation (Insti-tut national de recherche en...

Improving TQ generation in MT into English: our post-edition approach

Get Complete Project Material File(s) Now! » Sequence-to-sequence NMT with attention The major problem with the basic sequence-to-sequence model was the reliance on a xed-length, static representation of the input sequence for all decoding steps. This has several implications. Firstly,...

Study on User Cohabitation 

Get Complete Project Material File(s) Now! » Multi-user Immersive Display Immersive display constitutes a main component of immersive virtual environment as the visual sense plays a predominant role in user’s perception process. As mentioned in previous chapter (section 1.2.3.1), immersive...