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Transfer Learning

8,166 papers

Papers per year

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Papers

Transferring Semantic Roles Using Translation and Syntactic Information IJCNLP 2017
Counterfactual Language Model Adaptation for Suggesting Phrases IJCNLP 2017
Low-Resource Named Entity Recognition with Cross-lingual, Character-Level Neural Conditional Random Fields IJCNLP 2017
Crowdsourcing Universal Part-of-Speech Tags for Code-Switching INTERSPEECH 2017
Approaches for Neural-Network Language Model Adaptation INTERSPEECH 2017
An Investigation of Deep Neural Networks for Multilingual Speech Recognition Training and Adaptation INTERSPEECH 2017
Multi-Task Learning Using Mismatched Transcription for Under-Resourced Speech Recognition INTERSPEECH 2017
Global Syllable Vectors for Building TTS Front-End with Deep Learning INTERSPEECH 2017
A Semi-Supervised Learning Approach for Acoustic-Prosodic Personality Perception in Under-Resourced Domains INTERSPEECH 2017
Autoencoder Based Domain Adaptation for Speaker Recognition Under Insufficient Channel Information INTERSPEECH 2017
Recurrent Neural Aligner: An Encoder-Decoder Neural Network Model for Sequence to Sequence Mapping INTERSPEECH 2017
Improving the Effectiveness of Speaker Verification Domain Adaptation with Inadequate In-Domain Data INTERSPEECH 2017
Directing Attention During Perceptual Training: A Preliminary Study of Phonetic Learning in Southern Min by Mandarin Speakers INTERSPEECH 2017
Bimodal Recurrent Neural Network for Audiovisual Voice Activity Detection INTERSPEECH 2017
On the Linguistic Relevance of Speech Units Learned by Unsupervised Acoustic Modeling INTERSPEECH 2017
Deep Auto-Encoder Based Multi-Task Learning Using Probabilistic Transcriptions INTERSPEECH 2017
Areal and Phylogenetic Features for Multilingual Speech Synthesis INTERSPEECH 2017
The LENA System Applied to Swedish: Reliability of the Adult Word Count Estimate INTERSPEECH 2017
Improving DNN Bluetooth Narrowband Acoustic Models by Cross-Bandwidth and Cross-Lingual Initialization INTERSPEECH 2017
Transfer Learning and Distillation Techniques to Improve the Acoustic Modeling of Low Resource Languages INTERSPEECH 2017
Robust Online i-Vectors for Unsupervised Adaptation of DNN Acoustic Models: A Study in the Context of Digital Voice Assistants INTERSPEECH 2017
Improving Child Speech Disorder Assessment by Incorporating Out-of-Domain Adult Speech INTERSPEECH 2017
On Improving Acoustic Models for TORGO Dysarthric Speech Database INTERSPEECH 2017
Improving Mispronunciation Detection for Non-Native Learners with Multisource Information and LSTM-Based Deep Models INTERSPEECH 2017
Mismatched Crowdsourcing from Multiple Annotator Languages for Recognizing Zero-Resourced Languages: A Nullspace Clustering Approach INTERSPEECH 2017