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Speech Processing

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2022

Accidental Learners: Spoken Language Identification in Multilingual Self-Supervised Models

Travis M. Bartley, Fei Jia, Krishna C. Puvvada, Samuel Kriman, Boris Ginsburg

Multi-blank Transducers for Speech Recognition

Hainan Xu, Fei Jia, Somshubra Majumdar, Shinji Watanabe, Boris Ginsburg

Adapter-Based Extension of Multi-Speaker Text-to-Speech Model for New Speakers

Cheng-Ping Hsieh, Subhankar Ghosh, Boris Ginsburg

A Compact End-to-End Model with Local and Global Context for Spoken Language Identification

Fei Jia, Nithin Rao Koluguri, Jagadeesh Balam, Boris Ginsburg

Damage Control During Domain Adaptation for Transducer Based Automatic Speech Recognition

Somshubra Majumdar, Shantanu Acharya, Vitaly Lavrukhin, Boris Ginsburg

Thutmose Tagger: Single-pass neural model for Inverse Text Normalization

Alexandra Antonova, Evelina Bakhturina, Boris Ginsburg

TitaNet: Neural Model for Speaker Representation with 1D Depth-Wise Separable Convolutions and Global Context

Nithin Rao Koluguri, Taejin Park, Boris Ginsburg

Shallow Fusion of Weighted Finite-State Transducer and Language Model for Text Normalization

Evelina Bakhturina, Yang Zhang, Boris Ginsburg

2021

Mixer-TTS: non-autoregressive, fast and compact text-to-speech model conditioned on language model embeddings

Oktai Tatanov, Stanislav Beliaev, Boris Ginsburg

Mixer-TTS: non-autoregressive, fast and compact text-to-speech model conditioned on language model embeddings

Oktai Tatanov, Stanislav Beliaev, Boris Ginsburg

A Unified Transformer-based Framework for Duplex Text Normalization

Tuan Manh Lai, Yang Zhang, Evelina Bakhturina , Boris Ginsburg, Heng Ji

CarneliNet: Neural Mixture Model for Automatic Speech Recognition

Aleksei Kalinov, Somshubra Majumdar, Jagadeesh Balam, Boris Ginsburg

TalkNet 2: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis with Explicit Pitch and Duration Prediction

Stanislav Beliaev, Boris Ginsburg

TalkNet: Non-Autoregressive Depth-Wise Separable Convolutional Model for Speech Synthesis

Stanislav Beliaev, Boris Ginsburg

NeMo Inverse Text Normalization: From Development To Production

Yang Zhang, Evelina Bakhturina, Kyle Gorman, Boris Ginsburg

A Toolbox for Construction and Analysis of Speech Datasets

Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg

SPGISpeech: 5,000 Hours of Transcribed Financial Audio for Fully Formatted End-to-End Speech Recognition

Patrick K. O’Neill, Vitaly Lavrukhin, Somshubra Majumdar, Vahid Noroozi, Yuekai Zhang, Oleksii Kuchaiev, Jagadeesh Balam, Yuliya Dovzhenko, Keenan Freyberg, Michael D. Shulman, Boris Ginsburg, Shinji Watanabe, Georg Kucsko

Citrinet: Closing the Gap between Non-Autoregressive and Autoregressive End-to-End Models for Automatic Speech Recognition

Somshubra Majumdar, Jagadeesh Balam, Oleksii Hrinchuk, Vitaly Lavrukhin, Vahid Noroozi, Boris Ginsburg

Hi-Fi Multi-Speaker English TTS Dataset

Evelina Bakhturina, Vitaly Lavrukhin, Boris Ginsburg, Yang Zhang