5 papers
From A to B to A: Palindromic Zero-Shot Voice Conversion with Non-Parallel Data
Moshe Mandel, Shlomo E. Chazan
We present a voice conversion (VC) framework that utilizes K-Nearest Neighbors (KNN) retrieval over WavLM representations to align non-parallel source and target speech, constructi…
Spectral or spatial? Leveraging both for speaker extraction in challenging data conditions
Aviad Eisenberg, Sharon Gannot, Shlomo E. Chazan
This paper presents a robust multi-channel speaker extraction algorithm designed to handle inaccuracies in reference information. While existing approaches often rely solely on eit…
Measuring the Effect of Transcription Noise on Downstream Language Understanding Tasks
Ori Shapira, Shlomo E. Chazan, Amir DN Cohen
With the increasing prevalence of recorded human speech, spoken language understanding (SLU) is essential for its efficient processing. In order to process the speech, it is common…
End-to-End Multi-Microphone Speaker Extraction Using Relative Transfer Functions
Aviad Eisenberg, Sharon Gannot, Shlomo E. Chazan
This paper introduces a multi-microphone method for extracting a desired speaker from a mixture involving multiple speakers and directional noise in a reverberant environment. In t…
Optimized Tokenization for Transcribed Error Correction
Tomer Wullach, Shlomo E. Chazan
The challenges facing speech recognition systems, such as variations in pronunciations, adverse audio conditions, and the scarcity of labeled data, emphasize the necessity for a po…