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Merge branch 'main' of https://github.com/kurianbenoy/Indic-Subtitler
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,45 @@ | ||
| import whisperx | ||
|
|
||
| device = "cuda" | ||
| batch_size = 16 # reduce if low on GPU mem | ||
| compute_type = "float16" # change to "int8" if low on GPU mem (may reduce accuracy) | ||
|
|
||
| # 1. Transcribe with original whisper (batched) | ||
| model = whisperx.load_model("large-v2", device, compute_type=compute_type) | ||
|
|
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| # save model to local path (optional) | ||
| # model_dir = "/path/" | ||
| # model = whisperx.load_model("large-v2", device, compute_type=compute_type, download_root=model_dir) | ||
|
|
||
| audio = whisperx.load_audio( | ||
| "Bishop Thomas Tharayil speaks about Dr Shashi Tharoor at Lourdes Forane Church Thiruvananthapuram.mp4" | ||
| ) # noqa | ||
| result = model.transcribe(audio, batch_size=batch_size) | ||
| print(result["segments"]) # before alignment | ||
|
|
||
| # delete model if low on GPU resources | ||
| # import gc; gc.collect(); torch.cuda.empty_cache(); del model | ||
|
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| # 2. Align whisper output | ||
| model_a, metadata = whisperx.load_align_model( | ||
| language_code=result["language"], device=device | ||
| ) | ||
| result = whisperx.align( | ||
| result["segments"], model_a, metadata, audio, device, return_char_alignments=False | ||
| ) | ||
|
|
||
| print(result["segments"]) # after alignment | ||
|
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||
| # delete model if low on GPU resources | ||
| # import gc; gc.collect(); torch.cuda.empty_cache(); del model_a | ||
|
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||
| # 3. Assign speaker labels | ||
| # diarize_model = whisperx.DiarizationPipeline(use_auth_token=YOUR_HF_TOKEN, device=device) | ||
|
|
||
| # add min/max number of speakers if known | ||
| # diarize_segments = diarize_model(audio) | ||
| # diarize_model(audio, min_speakers=min_speakers, max_speakers=max_speakers) | ||
|
|
||
| # result = whisperx.assign_word_speakers(diarize_segments, result) | ||
| # print(diarize_segments) | ||
| # print(result["segments"]) # segments are now assigned speaker IDs |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,139 @@ | ||
| import { TEAM } from "@components/constants"; | ||
| import { | ||
| IconBrandGithub, | ||
| IconBrandLinkedin, | ||
| IconBrandTwitter, | ||
| } from "@tabler/icons-react"; | ||
| import Image from "next/image"; | ||
| import React, { useEffect, useRef, useState } from "react"; | ||
|
|
||
| export default function Gallery() { | ||
| const carouselRef = useRef(null); | ||
| const [activeIndex, setActiveIndex] = useState(0); | ||
|
|
||
| useEffect(() => { | ||
| const handleScroll = () => { | ||
| const carousel = carouselRef.current; | ||
| const scrollPosition = carousel.scrollTop; | ||
| const itemHeight = carousel.clientHeight; | ||
| const newIndex = Math.round(scrollPosition / itemHeight); | ||
| setActiveIndex(newIndex); | ||
| }; | ||
| const carousel = carouselRef.current; | ||
| carousel.addEventListener("scroll", handleScroll); | ||
|
|
||
| return () => { | ||
| carousel.removeEventListener("scroll", handleScroll); | ||
| }; | ||
| }, []); | ||
|
|
||
| return ( | ||
| <> | ||
| <section className="hidden md:flex"> | ||
| <div className="flex flex-col py-2 gap-2 self-center "> | ||
| {[1, 2, 3].map((index) => ( | ||
| <button | ||
| key={index} | ||
| className={`btn btn-xs ${ | ||
| activeIndex === index - 1 ? "bg-blue-500" : "" | ||
| }`} | ||
| > | ||
| {index} | ||
| </button> | ||
| ))} | ||
| </div> | ||
|
|
||
| <div | ||
| className="max-h-min md:h-[540px] carousel carousel-vertical " | ||
| ref={carouselRef} | ||
| > | ||
| {TEAM.map((element, index) => ( | ||
| <div | ||
| key={index} | ||
| className="carousel-item h-full flex items-center md:justify-around flex-col md:flex-row" | ||
| > | ||
| <div className="w-[40%] flex items-center justify-center"> | ||
| <Image | ||
| src={element.img} | ||
| className="rounded-2xl" | ||
| height={350} | ||
| width={350} | ||
| /> | ||
| </div> | ||
| <aside className="w-[40%] flex flex-col justify-between lg:py-16 py-4"> | ||
| <div> | ||
| <h2 className="text-4xl mb-4 font-medium">{element.name}</h2> | ||
| <p className="mb-4 text-gray-600 md:leading-9 text-lg"> | ||
| {element.description} | ||
| </p> | ||
| </div> | ||
| <div className="flex self-end gap-4 "> | ||
| <a | ||
| target="_blank" | ||
| href={element.github} | ||
| className="hover:text-primary-900 transition-all duration-300" | ||
| > | ||
| <IconBrandGithub /> | ||
| </a> | ||
| <a | ||
| target="_blank" | ||
| href={element.linkedin} | ||
| className="hover:text-primary-900 transition-all duration-300" | ||
| > | ||
| <IconBrandLinkedin /> | ||
| </a> | ||
| <a | ||
| target="_blank" | ||
| href={element.twitter} | ||
| className="hover:text-primary-900 transition-all duration-300" | ||
| > | ||
| <IconBrandTwitter /> | ||
| </a> | ||
| </div> | ||
| </aside> | ||
| </div> | ||
| ))} | ||
| </div> | ||
| </section> | ||
| <section className="flex flex-col items-center justify-center md:hidden"> | ||
| {TEAM.map((element, index) => ( | ||
| <div | ||
| key={index} | ||
| className="card card-compact w-96 bg-base-100 shadow-xl my-14" | ||
| > | ||
| <figure> | ||
| <img src={element.img} alt={`Picture of ${element.name}`} /> | ||
| </figure> | ||
| <div className="card-body"> | ||
| <h2 className="card-title">{element.name}</h2> | ||
| <p>{element.description}</p> | ||
| <div className="card-actions justify-end"> | ||
| <a | ||
| target="_blank" | ||
| href={element.github} | ||
| className="hover:text-primary-900 transition-all duration-300" | ||
| > | ||
| <IconBrandGithub /> | ||
| </a> | ||
| <a | ||
| target="_blank" | ||
| href={element.linkedin} | ||
| className="hover:text-primary-900 transition-all duration-300" | ||
| > | ||
| <IconBrandLinkedin /> | ||
| </a> | ||
| <a | ||
| target="_blank" | ||
| href={element.twitter} | ||
| className="hover:text-primary-900 transition-all duration-300" | ||
| > | ||
| <IconBrandTwitter /> | ||
| </a> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| ))} | ||
| </section> | ||
| </> | ||
| ); | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,5 +1,23 @@ | ||
| function about() { | ||
| return <div>about</div>; | ||
| import Gallery from "@components/components/Gallery"; | ||
|
|
||
| function About() { | ||
| return ( | ||
| <main className="md:mx-28 mx-2"> | ||
| <section className="mb-7 md:mt-14"> | ||
| <h1 className="text-3xl font-medium">Meet Our Team</h1> | ||
| <p className="text-gray-400 md:w-[80ch] leading-7 mt-2"> | ||
| The Indic Subtitler team spearheads a movement aimed at facilitating | ||
| the seamless generation of Indic subtitles. We value{" "} | ||
| <span className="text-primary-900 font-medium">Open Source</span>,{" "} | ||
| <span className="text-primary-900 font-medium">Learning</span>, and{" "} | ||
| <span className="text-primary-900 font-medium"> | ||
| Open Communication | ||
| </span> | ||
| </p> | ||
| </section> | ||
| <Gallery /> | ||
| </main> | ||
| ); | ||
| } | ||
|
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||
| export default about; | ||
| export default About; |