Malaya-speech

1. Added 3 mixed languages for CTC Hubert model, https://malaya-speech.readthedocs.io/en/latest/load-stt-ctc-model-3mixed.html

1. Added more KenLM models, included Malay + Singlish, https://malaya-speech.readthedocs.io/en/latest/ctc-language-model.html
2. Improved ASR CTC models, Hubert-Conformer-Large achieved 12.8% WER-LM, 3.8% CER-LM, https://malaya-speech.readthedocs.io/en/latest/load-stt-ctc-model.html
3. Added CTC Decoders interface for ASR CTC models, https://malaya-speech.readthedocs.io/en/latest/load-stt-ctc-model-ctc-decoders.html
4. Added pyctcdecode interface for ASR CTC models, https://malaya-speech.readthedocs.io/en/latest/load-stt-ctc-model-pyctcdecode.html
5. Improved ASR RNNT models, large-conformer achieved 14.8% WER-LM, 5.9% CER-LM, https://malaya-speech.readthedocs.io/en/latest/load-stt-transducer-model.html
6. Added KenLM support for ASR RNNT models, https://malaya-speech.readthedocs.io/en/latest/load-stt-transducer-model-lm.html
7. Added ASR RNNT for 2 mixed languages, Malay and Singlish, https://malaya-speech.readthedocs.io/en/latest/load-stt-transducer-model-lm.html#
8. Added ASR RNNT for 3 mixed languages, Malay, Singlish and Mandarin, https://malaya-speech.readthedocs.io/en/latest/load-stt-transducer-model-3mixed.html
9. Added GlowTTS Text-to-Speech, https://malaya-speech.readthedocs.io/en/latest/tts-glowtts-model.html
10. Added GlowTTS Text-to-Speech Multispeakers, https://malaya-speech.readthedocs.io/en/latest/tts-glowtts-multispeaker-model.html
11. Added HiFiGAN Vocoder, https://malaya-speech.readthedocs.io/en/latest/load-vocoder.html
12. Added Universal HiFiGAN Vocoder, https://malaya-speech.readthedocs.io/en/latest/load-universal-hifigan.html

1. Added HuBERT, https://malaya-speech.readthedocs.io/en/latest/load-stt-ctc-model.html, new SOTA on Malay CER.
2. Improved Singlish TTS model, now supported Universal MelGAN as vocoder, https://malaya-speech.readthedocs.io/en/latest/tts-singlish.html
3. Added Force Alignment module, now you can generate a time-aligned for your transcription, https://malaya-speech.readthedocs.io/en/latest/force-alignment.html
4. Improved Mixed STT Transducer models, https://malaya-speech.readthedocs.io/en/latest/load-stt-transducer-model-mixed.html
5. Add new Mixed STT SOTA models, called conformer-stack-mixed, 2% better than other Mixed STT models, no paper produced, https://malaya-speech.readthedocs.io/en/latest/load-stt-transducer-model-mixed.html#List-available-RNNT-model
6. Add Singlish STT Transducer models, thanks to Singapore National Speech Corpus for the dataset, https://www.imda.gov.sg/programme-listing/digital-services-lab/national-speech-corpus, https://malaya-speech.readthedocs.io/en/latest/load-stt-transducer-model-singlish.html

1. Improved Bahasa Speech-to-Text, Large Conformer beat Google Speech-to-Text accuracy.
2. Improved Mixed (malay and singlish) Speech-to-Text.
3. Added real time Mixed (malay and singlish) Speech-to-Text documentation, https://malaya-speech.readthedocs.io/en/latest/realtime-asr-mixed.html

1. Added SpeechSplit Conversion.
2. Added Force Alignment using Transducer model.
3. Added Optimization docs.