activity
20162022
most citedPoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss

6 citations · 10 across the 11 of their papers we have counts for

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14 papers · 1 filter

eess.AS20221 cited

Real-Time Packet Loss Concealment With Mixed Generative and Predictive Model

Jean-Marc Valin, Ahmed Mustafa, Christopher Montgomery +4

As deep speech enhancement algorithms have recently demonstrated capabilities greatly surpassing their traditional counterparts for suppressing noise, reverberation and echo, atten…

eess.AS2022

End-to-end LPCNet: A Neural Vocoder With Fully-Differentiable LPC Estimation

Krishna Subramani, Jean-Marc Valin, Umut Isik +2

Neural vocoders have recently demonstrated high quality speech synthesis, but typically require a high computational complexity. LPCNet was proposed as a way to reduce the complexi…

eess.AS2022

Improved singing voice separation with chromagram-based pitch-aware remixing

Siyuan Yuan, Zhepei Wang, Umut Isik +4

Singing voice separation aims to separate music into vocals and accompaniment components. One of the major constraints for the task is the limited amount of training data with sepa…

eess.AS2022

Neural Speech Synthesis on a Shoestring: Improving the Efficiency of LPCNet

Jean-Marc Valin, Umut Isik, Paris Smaragdis +1

Neural speech synthesis models can synthesize high quality speech but typically require a high computational complexity to do so. In previous work, we introduced LPCNet, which uses…

eess.AS20211 cited

Multi-channel Opus compression for far-field automatic speech recognition with a fixed bitrate budget

Lukas Drude, Jahn Heymann, Andreas Schwarz +1

Automatic speech recognition (ASR) in the cloud allows the use of larger models and more powerful multi-channel signal processing front-ends compared to on-device processing. Howev…

eess.AS2021

Personalized PercepNet: Real-time, Low-complexity Target Voice Separation and Enhancement

Ritwik Giri, Shrikant Venkataramani, Jean-Marc Valin +2

The presence of multiple talkers in the surrounding environment poses a difficult challenge for real-time speech communication systems considering the constraints on network size a…