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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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2 results for “Weighted-Simple-Add”

Improving the Training Recipe for a Robust Conformer-based Hybrid Modelcs.CL

Improved robustness in ASR systems with speaker adaptation.

problem Improving robustness in automatic speech recognition systems.

method Weighted-Simple-Add method for adding weighted speaker information vectors to the conformer-based acoustic model.

result Achieved 11% relative improvement in WER on Switchboard 300h Hub5'00 dataset.

Speaker Adaptation Automatic Speech Recognition Conformer Weighted-Simple-Add Robustness

2022-06-26abs ↗pdf ↗

Analyzing And Improving Neural Speaker Embeddings for ASRcs.CL

Improved neural speaker embeddings enhance ASR performance.

problem Few studies have explored neural speaker embeddings for ASR.

method Integrating improved neural speaker embeddings into a conformer-based hybrid HMM ASR system.

result Improved neural embeddings achieve on-par performance with i-vectors.

neural speaker embeddings ASR speaker verification conformer hybrid HMM

2023-01-11abs ↗pdf ↗