feat: initial public release v0.1.0 — MLX port of pyannote-speaker-diarization-3.1

Byte-parity with pyannote-PyTorch reference (cosine 0.763718 identical
at 6 decimals on 200 cross-window slot pairs). 2.5x faster than
pyannote-MPS on Apple Silicon native.

Extracted from gitea.tavportal.com/olivier/MLX_CONVERTOR commit 5f9eafa.

scripts/install_remote.sh

@@ -0,0 +1,52 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+INSTALL_DIR="${1:-$HOME/pyannote-diarization-3.1-mlx-test}"
+INSTALL_DIR="${INSTALL_DIR/#\~/$HOME}"
+HTTPS_SPEC="pyannote-speaker-diarization-3.1-mlx @ git+https://gitea.tavportal.com/olivier/pyannote-speaker-diarization-3.1-mlx.git"
+SSH_SPEC="git+ssh://git@gitea.tavportal.com/olivier/pyannote-speaker-diarization-3.1-mlx.git"
+
+usage() {
+  cat <<EOF
+Usage:
+  $0 [install-dir]
+
+Creates a uv project and installs pyannote-speaker-diarization-3.1-mlx.
+Default install directory:
+  $INSTALL_DIR
+EOF
+}
+
+if [[ "${1:-}" == "-h" || "${1:-}" == "--help" ]]; then
+  usage
+  exit 0
+fi
+
+if ! command -v uv >/dev/null 2>&1; then
+  cat >&2 <<'EOF'
+uv is required but was not found.
+
+Install it with:
+  curl -LsSf https://astral.sh/uv/install.sh | sh
+
+Then restart your shell and run this script again.
+EOF
+  exit 1
+fi
+
+mkdir -p "$INSTALL_DIR"
+cd "$INSTALL_DIR"
+
+if [[ ! -f pyproject.toml ]]; then
+  uv init --python 3.12
+else
+  echo "Found existing pyproject.toml in $INSTALL_DIR; skipping uv init."
+fi
+
+echo "Installing from HTTPS..."
+if ! uv add "$HTTPS_SPEC"; then
+  echo "HTTPS install failed; falling back to SSH pip install..."
+  uv pip install "$SSH_SPEC"
+fi
+
+uv run python -c "from pyannote_diarization_3_1_mlx import MlxDiarizationPipeline; print('OK')"