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Heiga Zen

20 papers · 2016–2024 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+10 more ↓ πŸ—ΊοΈ Taxonomy Completionist (35) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Gold 🐣 Hot Topic Early Bird
πŸ”¬ Deep Specialist (13) πŸ‘₯ Mega-Team Β· Squad 🀝 Dynamic Duo (11) 🧬 Topic Evolution πŸ† Keyword Champion (2) 🧭 Keyword Pioneer πŸ—ƒοΈ Keyword Collector (98) πŸ’Ž Century Club Β· Bronze ⚑ Prolific Year Β· Productive πŸš€ Conference Pioneer

Venues

Interspeech (14) ICLR (3) CoRL (1) ICML (1) NeurIPS (1)

Top co-authors

Yu Zhang (11) Yonghui Wu (6) Ye Jia (6) Jonathan Shen (4) Ron J. Weiss (4) Michiel Bacchiani (3) Yuma Koizumi (3) zhifeng Chen (3) Bhuvana Ramabhadran (3) Nanxin Chen (3)

Research topics

Speech & Audio (14) Synthesis (13) Machine Learning (9) Deep Learning (8) Learning Types Β· Machine Learning (7) Artificial Intelligence (5) Application Areas (3) Architectures (3) Core AI (3) Core Methods (3) Models (3) Natural Language Processing (2) Learning Paradigms (2) Learning Types Β· Deep Learning (2) Recognition (2)

Keywords

speech synthesis (6) text-to-speech synthesis (4) waveform generation (3) multilingual speech synthesis (2) large language model (2) prosody prediction (2) speech restoration (2) speaker adaptation (2) non-autoregressive model (2) statistical parametric speech synthesis (2) recurrent neural network (2) long short-term memory (2) speech corpus (2) multilingual speech (2) automatic speech recognition (1) text representation (1) direct preference optimization (1) multimodal learning (1) pitch accent (1) preference learning (1)

Papers

FLEURS-R: A Restored Multilingual Speech Corpus for Generation Tasks Interspeech 2024 Geometric-Averaged Preference Optimization for Soft Preference Labels NeurIPS 2024 LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus Interspeech 2023 SayTap: Language to Quadrupedal Locomotion CoRL 2023 MAESTRO: Matched Speech Text Representations through Modality Matching Interspeech 2022 SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping Interspeech 2022 Training Text-To-Speech Systems From Synthetic Data: A Practical Approach For Accent Transfer Tasks Interspeech 2022 Parallel Tacotron 2: A Non-Autoregressive Neural TTS Model with Differentiable Duration Modeling Interspeech 2021 PnG BERT: Augmented BERT on Phonemes and Graphemes for Neural TTS Interspeech 2021 Semi-Supervision in ASR: Sequential MixMatch and Factorized TTS-Based Augmentation Interspeech 2021 WaveGrad 2: Iterative Refinement for Text-to-Speech Synthesis Interspeech 2021 WaveGrad: Estimating Gradients for Waveform Generation ICLR 2021 Hierarchical Generative Modeling for Controllable Speech Synthesis ICLR 2019 Learning to Speak Fluently in a Foreign Language: Multilingual Speech Synthesis and Cross-Language Voice Cloning Interspeech 2019 LibriTTS: A Corpus Derived from LibriSpeech for Text-to-Speech Interspeech 2019 Sample Efficient Adaptive Text-to-Speech ICLR 2019 Parallel WaveNet: Fast High-Fidelity Speech Synthesis ICML 2018 Sequence-to-sequence Neural Network Model with 2D Attention for Learning Japanese Pitch Accents Interspeech 2018 Fast, Compact, and High Quality LSTM-RNN Based Statistical Parametric Speech Synthesizers for Mobile Devices Interspeech 2016 Multi-Language Multi-Speaker Acoustic Modeling for LSTM-RNN Based Statistical Parametric Speech Synthesis Interspeech 2016