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@aalto-speech Aalto Speech Research

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    76 repositories

    • large-scale-monolingual-speech-foundation-models

      Public
      Scripts for training large-scale monolingual speech foundation models with 158K hours of Finnish speech
      Jupyter Notebook
      •
      Apache License 2.0
      •0•4•1•0•Updated Oct 15, 2024Oct 15, 2024

    • colloquial-Finnish-wav2vec2

      Public
      Scripts for training colloquial Finnish wav2vec2 models
      Jupyter Notebook
      •0•0•0•0•Updated Oct 15, 2024Oct 15, 2024

    • northern-sami-asr

      Public
      Scripts for adapting large speech foundation models for Northern Sámi ASR
      Python
      •
      Apache License 2.0
      •0•1•0•0•Updated Sep 3, 2024Sep 3, 2024

    • mtkd4ser

      Public
      Multi-Teacher Language-Aware Knowledge Distillation for Speech Emotion Recognition
      Python
      •
      MIT License
      •1•0•0•0•Updated Aug 31, 2024Aug 31, 2024

    • MuSe-2024

      Public
      Multimodal Humor Detection and Social Perception Prediction
      Shell
      •
      MIT License
      •0•0•0•0•Updated Aug 27, 2024Aug 27, 2024

    • ite-typing-dataset

      Public
      Scripts and jupyter notebooks to process and analyse ITE typing dataset
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Aug 27, 2024Aug 27, 2024

    • evaluation_of_speech_embedding_methods

      Public
      Python
      •
      Apache License 2.0
      •0•0•0•0•Updated Aug 19, 2024Aug 19, 2024

    • llm-morph-tests

      Public
      A test suite to assess the knowledge of morphology in LLMs
      Python
      •0•0•0•0•Updated Jul 22, 2024Jul 22, 2024

    • slurpfood

      Public
      Repository containing scripts for ...
      Python
      •0•1•0•0•Updated Jul 16, 2024Jul 16, 2024

    • dbca

      Public
      Distribution-based compositionality assessment of natural language corpora
      Python
      •1•0•0•0•Updated Jul 11, 2024Jul 11, 2024

    • aalto-asr-preprocessor

      Public
      Aalto ASR preprocessing tool for preparing texts.
      Python
      •
      MIT License
      •0•2•0•10•Updated Feb 1, 2024Feb 1, 2024

    • fi-parliament-tools

      Public
      Tools for downloading and processing Finnish parliament data
      Python
      •
      MIT License
      •2•3•0•14•Updated Feb 1, 2024Feb 1, 2024

    • Topic-identification-for-spontaneous-Finnish-speech

      Public
      Python
      •0•2•0•0•Updated Nov 20, 2023Nov 20, 2023

    • SourceFilterNeuralFormants

      Public
      Python
      •
      MIT License
      •5•0•0•0•Updated Oct 16, 2023Oct 16, 2023

    • fin-parl-lahjoita-puhetta-s5

      Public
      Speech Recognition experiments combining Lahjoita Puhetta with Finnish Parliament
      Python
      •2•1•0•0•Updated Oct 5, 2023Oct 5, 2023

    • equal-data-matched-encoder-experiments

      Public
      Implementations for the Matched Encoder and Equal Data comparisons of HMM/DNN and Attention-based ASR systems
      0•0•0•0•Updated Sep 19, 2023Sep 19, 2023

    • multitask-wav2vec2

      Public
      Custom 🤗 Transformers for training multi-task wav2vec2 models that perform ASR and speech classification tasks simultaneously as described in Getman, Y., Al-Ghezi, R., Grósz, T., Kurimo, M. (2023) Multi-task wav2vec2 Serving as a Pronunciation Training System for Children.
      Python
      •
      Apache License 2.0
      •27k•2•0•0•Updated Aug 29, 2023Aug 29, 2023

    • ComParE2023

      Public
      Code repository for the experiments conducted for the ComParE 2023 challenge.
      Python
      •0•1•0•0•Updated Jul 11, 2023Jul 11, 2023

    • AV-HuBERT-ClusterID-ASR

      Public
      Python
      •2•0•0•0•Updated Jun 13, 2023Jun 13, 2023

    • Wav2vec2Interpretation

      Public
      scripts and images for article "Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model"
      Python
      •
      MIT License
      •0•8•2•0•Updated May 30, 2023May 30, 2023

    • kaldi-sb-north-sme

      Public
      Kaldi + SpeechBrain + W2V2 models for Northern Sami
      Python
      •1•4•0•0•Updated May 29, 2023May 29, 2023

    • run-nemo-on-puhti

      Public
      This directory runs NeMo on Puhti
      Shell
      •0•0•0•0•Updated Mar 30, 2023Mar 30, 2023

    • setup-asr-on-csc

      Public
      How to setup a Kaldi and SpeechBrain environment on CSC Puhti
      Shell
      •0•0•0•0•Updated Mar 30, 2023Mar 30, 2023

    • speechbrain-cl

      Public
      Implementation of different curriculum learning (CL) methods for speechbrain's ASR recipes.
      curriculumasrspeechbrainpython
      Python
      •
      MIT License
      •1•5•0•19•Updated Mar 28, 2023Mar 28, 2023

    • attn-hmm-jrnl-analysis-notebook

      Public
      A notebook that looks at results from HMM and AED ASR systems.
      Jupyter Notebook
      •1•0•0•0•Updated Mar 21, 2023Mar 21, 2023

    • sb-libri-hmmdnn

      Public
      Librispeech HMM/DNN and AED SpeechBrain experiments
      Python
      •2•0•0•0•Updated Feb 8, 2023Feb 8, 2023

    • sb-fin-parl-2015-2020-kevat

      Public
      SpeechBrain recipes for Finnish Parliament data - HMM/DNN
      Python
      •1•0•0•0•Updated Feb 6, 2023Feb 6, 2023

    • sb-2015-2020-kevat_e2e

      Public
      AED implementations for Finnish parliament Train20 (Includes Train16 and Train Comb as well)
      Python
      •1•0•0•0•Updated Feb 6, 2023Feb 6, 2023

    • l2-speech-scoring-tools

      Public
      Implementation of automatic speech rating systems for second language (L2) learners of Finnish and Finland Swedish
      Jupyter Notebook
      •1•1•0•0•Updated Dec 22, 2022Dec 22, 2022

    • lahjoita-puhetta-resources

      Public
      A collection of resources related to the Lahjoita puhetta speech corpus.
      0•1•0•0•Updated Sep 22, 2022Sep 22, 2022