v3.2.0

## Device and Language Support
* added Korean wav2vec2 model by @Boulaouaney in https://github.com/m-bain/whisperX/pull/277
* Add Czech alignment model by @Thebys in https://github.com/m-bain/whisperX/pull/280
* Adding Norwegian Bokmål and Norwegian Nynorsk by @peregilk in https://github.com/m-bain/whisperX/pull/636
* Support language names in `--language` parameter. by @jkukul in https://github.com/m-bain/whisperX/pull/517
* Add align model for catalan language. by @davidmartinrius in https://github.com/m-bain/whisperX/pull/581
* add missing Cantonese in supported languages  by @MahmoudAshraf97 in https://github.com/m-bain/whisperX/pull/617
* Add alignment model for Malayalam by @kurianbenoy in https://github.com/m-bain/whisperX/pull/585
* Added Romanian phoneme-based ASR model by @Majdoddin in https://github.com/m-bain/whisperX/pull/791
* added alignment for  sk and sl languages by @jan-panoch in https://github.com/m-bain/whisperX/pull/852
* Add war2vec model for Vietnamese in https://github.com/m-bain/whisperX/pull/278
* Add Urdu model support for alignment by @abCods in https://github.com/m-bain/whisperX/pull/374
* chore(writer): Join words without spaces for ja, zh by @jim60105 in https://github.com/m-bain/whisperX/pull/440

## Bug Fixes and Stability Improvements
* fix Unequal Stack Size VAD error by @m-bain in https://github.com/m-bain/whisperX/pull/281
* fix: Bug  in type  hinting by @VisionOra in https://github.com/m-bain/whisperX/pull/294
* pin faster whisper by @sorgfresser in https://github.com/m-bain/whisperX/pull/474
* Fix repeat transcription on different languages and proper suppress_numerals use by @Joemgu7 in https://github.com/m-bain/whisperX/pull/395
* fix writer fail on segments 0 by @sorgfresser in https://github.com/m-bain/whisperX/pull/429
* fix missing speaker prefix by @invisprints in https://github.com/m-bain/whisperX/pull/438
* fix: correct defaut_asr_options with new options (patch 0.8) by @remic33 in https://github.com/m-bain/whisperX/pull/458
* Fixes --model_dir path by @canoalberto in https://github.com/m-bain/whisperX/pull/648
* fix: force ctranslate to version 4.4.0 by @Barabazs in https://github.com/m-bain/whisperX/pull/946
* fix: update faster-whisper dependencies by @cococig in https://github.com/m-bain/whisperX/pull/716
* fix: ZeroDivisionError when --print_progress True by @mvoggu in https://github.com/m-bain/whisperX/pull/494
* Minor fixes for word options and subtitles by @amolinasalazar in https://github.com/m-bain/whisperX/pull/549
* fix unboundlocalerror by @sorgfresser in https://github.com/m-bain/whisperX/pull/554
* Fix: Allow vad options to be configurable by passing to FasterWhisperPipeline and merge_chunks. by @abettke in https://github.com/m-bain/whisperX/pull/507
* fix minimum input length for torch wav2vec2 models by @MahmoudAshraf97 in https://github.com/m-bain/whisperX/pull/510
* fix(diarize): key error on empty track by @characat0 in https://github.com/m-bain/whisperX/pull/518
* pip compliance for git+ installs by @spbisc97 in https://github.com/m-bain/whisperX/pull/603

## Documentation Updates
* adds link to whisperX medium on replicate.com by @CaRniFeXeR in https://github.com/m-bain/whisperX/pull/431
* Document --compute_type command line option by @dotgrid in https://github.com/m-bain/whisperX/pull/430
* adding link to Replicate demo by @daanelson in https://github.com/m-bain/whisperX/pull/352
* fix: typo in error message by @zamoshchin in https://github.com/m-bain/whisperX/pull/493
* Fix link in README.md by @jimregan in https://github.com/m-bain/whisperX/pull/668
* Update README.md by @valentt in https://github.com/m-bain/whisperX/pull/509
* Add a special note about Speaker-Diarization-3.0 in readme by @kaihe-stori in https://github.com/m-bain/whisperX/pull/521
* Update README to correct speaker diarization version link by @gillens in https://github.com/m-bain/whisperX/pull/618
* Update README.md by @mlopsengr in https://github.com/m-bain/whisperX/pull/630
* fix link by @M0HID in https://github.com/m-bain/whisperX/pull/605
* Remove torchvision from README by @baer in https://github.com/m-bain/whisperX/pull/378


### Miscellaneous Changes 
* move model to assets by @m-bain in https://github.com/m-bain/whisperX/pull/945
* Update alignment.py by @Ayushi-Desynova in https://github.com/m-bain/whisperX/pull/418
* Update alignment.py by @awerks in https://github.com/m-bain/whisperX/pull/427
* push contributions from main by @m-bain in https://github.com/m-bain/whisperX/pull/290
* make diarization faster by @davidas1 in https://github.com/m-bain/whisperX/pull/400
* Add device_index option by @sorgfresser in https://github.com/m-bain/whisperX/pull/266
* Add transcribe keywords by @sorgfresser in https://github.com/m-bain/whisperX/pull/269
* Added download path parameter. by @prameshbajra in https://github.com/m-bain/whisperX/pull/284
* Suppress numerals by @m-bain in https://github.com/m-bain/whisperX/pull/303
* Add Audacity export by @Ca-ressemble-a-du-fake in https://github.com/m-bain/whisperX/pull/309
* Update transcribe.py -> small change in `batch_size` description by @mabergerx in https://github.com/m-bain/whisperX/pull/382
* Suggest using pytorch-cuda 11.8 instead of 11.7 by @tijszwinkels in https://github.com/m-bain/whisperX/pull/255
* feat: Add merge chunks chunk_size as arguments. by @jim60105 in https://github.com/m-bain/whisperX/pull/445
* A solution to long subtitles and words without timestamps by @awerks in https://github.com/m-bain/whisperX/pull/459
* chore(writer): improve text display(ja etc) in json file by @darwintree in https://github.com/m-bain/whisperX/pull/472
* add faster whisper threading by @sorgfresser in https://github.com/m-bain/whisperX/pull/473
* Pyannote3 by @remic33 in https://github.com/m-bain/whisperX/pull/492
* Update alignment.py by @piuy11 in https://github.com/m-bain/whisperX/pull/487
* Pass patience and beam_size to faster-whisper. by @jkukul in https://github.com/m-bain/whisperX/pull/527
* remove the minimum length for alignment and print the failing segment by @MahmoudAshraf97 in https://github.com/m-bain/whisperX/pull/529
* Update setup.py to use pyannote.audio version with working GPU by @wuurrd in https://github.com/m-bain/whisperX/pull/531
* Update setup.py to download pyannote depending on platform by @justinwlin in https://github.com/m-bain/whisperX/pull/541
* Drop ffmpeg-python dependency and call ffmpeg directly. by @hidenori-endo in https://github.com/m-bain/whisperX/pull/570
* no align based on space by @sorgfresser in https://github.com/m-bain/whisperX/pull/556
* Update asr.py and make the model parameter be used by @kaka1909 in https://github.com/m-bain/whisperX/pull/580
* Move load_model after WhisperModel by @DougTrajano in https://github.com/m-bain/whisperX/pull/584
* Update pyannote to 3.1.0 by @remic33 in https://github.com/m-bain/whisperX/pull/586
* support for `large-v3` by @MahmoudAshraf97 in https://github.com/m-bain/whisperX/pull/599
* Added option to load Custom VAD model to load model method by @Swami-Abhinav in https://github.com/m-bain/whisperX/pull/654
* Update pyannote to v3.1.1 to fix a diarization problem (and diarize.py)  by @santialferez in https://github.com/m-bain/whisperX/pull/646
* Get rid of numeral_symbol_tokens variable in printed message by @KossaiSbai in https://github.com/m-bain/whisperX/pull/669
* Add Replicate large-v3 demo by @victor-upmeet in https://github.com/m-bain/whisperX/pull/703
* local vad model by @m-bain in https://github.com/m-bain/whisperX/pull/944
* Feat: add new align models - SHORT by @Equipo45 in https://github.com/m-bain/whisperX/pull/922
* Update alignment.py by @peregilk in https://github.com/m-bain/whisperX/pull/687


**Full Changelog**: https://github.com/m-bain/whisperX/compare/v3.1.1...v3.2.0